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Suchergebnisse für 'Machine Learning'
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120 Kurse gefunden
Introduction to
Machine
Learning
Tutorial SS2025
M. Sc. Linda-Sophie Schneider
Übung
Frei
Introduction,Python,Computer Vision,
Machine
Learning
FAU MoD Course: Towards a Mathematical Foundation of Deep
Learning
: From Phenomena to Theory 2025
Prof. Dr. Yaoyu Zhang
Vorlesung
Frei
... strong> FAU MoD Course: Towards a Mathematical Foundation of Deep
Learning
...
FAU,FAU MoD,Deep
Learning
,,FAU MoD Course,DL
Project Representation
Learning
SS 25 2025
Mischa Dombrowski
Seminar
Keine Clips
Deep
learning
; Artificial Intelligence; Computer Vision
Seminar Advances in Deep
Learning
for Time Series 2025
Dario Zanca
Seminar
IdM-Anmeldung
... lt;p>Main topics: State-of-the-art deep
learning
...
deep
learning
,time series
Introduction to
Machine
Learning
2025
Dr.-Ing. Vincent Christlein
Vorlesung
IdM-Anmeldung
Machine
Learning
Security 2024/2025
Vorlesung
IdM-Anmeldung
MLPDES25 •
Machine
Learning
and PDEs Workshop 2025
Kongress
Frei / IdM-Anmeldung / Passwort / Studon
...
Machine
Learning
and PDEs Workshop Mon. ...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
Project Representation
Learning
WS 24/25 2024/2025
Mischa Dombrowski
Seminar
IdM-Anmeldung
deep
learning
Algorithms, programming, and data representation 2024/2025
Prof. Dr. Bernhard Kainz
Vorlesung
IdM-Anmeldung
... >Basic algorithms
Learning
...
Robot mechanisms and user interfaces 2024/2025
Prof. Dr.-Ing. Philipp Beckerle
Vorlesung
IdM-Anmeldung / Studon
... Mechanical components, short overview/repetition of
machine
elements, Robot mechanisms, Kinematic ...
Data Science: Datenauswertung 2024/2025
Prof. Dr. Jonas Dovern
Vorlesung
IdM-Anmeldung
Statistik, Datenanalyse,
Machine
Learning
, Daten
Course: Control and
Machine
Learning
2024
Prof. Dr. Enrique Zuazua
Vorlesung
Frei
... 2024</strong><br /> Course: <strong>Control and
Machine
...
FAU, control, mathematics,
machine
learning
, Mathematik, Applied Mathematics, Turnpike, control theory
FAU MoD • Trends in Mathematical Sciences 2024
Darlis Bracho Tudares
Kongress
Frei / IdM-Anmeldung / Passwort
... Support:</p> <p>• FAU DCN-AvH, Chair for Dynamics, Control,
Machine
...
Introduction to
Machine
Learning
Tutorial SS2024
Paul Stöwer
Übung
IdM-Anmeldung
Machine
Learning
for Physicists 2024
Prof. Dr. Florian Marquardt
Vorlesung
Frei
Project Representation
Learning
SS 24 2024
Mischa Dombrowski
Seminar
IdM-Anmeldung
Deep
Learning
,
Introduction to Software Engineering 2024
Prof. Dr. Andreas Maier
Vorlesung
Frei
... amp;gt;Project management</li> <li>Software engineering in the field of
machine
...
Introduction to
Machine
Learning
SoSe24 2024
Dr.-Ing. Vincent Christlein
Vorlesung
IdM-Anmeldung / Studon
machine
learning
Open discussion on Science Diplomacy 2023/2024
Seminar
Frei
... </p> <p>In the spirit of knowledge dissemination and collaborative
learning
...
Project Representation
Learning
WS 23/24 2023/2024
Mischa Dombrowski
Seminar
IdM-Anmeldung
project, representation
learning
, Deep
Learning
,
Algorithms, programming, and data representation 2023/2024
Prof. Dr. Bernhard Kainz
Vorlesung
Frei
... ;lt;/li> </ol> <h2 id="ilPageTocA235" rel="noreferrer noopener">
Learning
...
Mathematics of
Learning
2023/2024
Prof. Dr. Jan Rolfes
Vorlesung
IdM-Anmeldung
Machine
Learning
fo Time Series 2023/2024
Dario Zanca
Vorlesung
IdM-Anmeldung
... <p>These lectures convey concepts of
machine
learning
, especially about time series applications ...
deep
learning
,
machine
learning
, time series
FAU DCN-AvH Seminars WS 2023/2024
Darlis Bracho Tudares
Vorlesung
Frei
... :inherit"><font style="vertical-align:inherit"> , Chair for Dynamics, Control,
Machine
...
Mathematik, Research, control, energy, Engineering, Dynamics,
machine
learning
, PDE, Applied Mathematics
Introduction to Software Engineering 2023/2024
Prof. Dr. Andreas Maier
Vorlesung
Frei
... Teststrategien - Umgang mit Software-Alterung - Projektmanagement - Software-Engineering im Bereich
Machine
...
Cognitive Neuroscience for AI Developers 2023/2024
Prof. Dr. Andreas Kist
Vorlesung
Studon
... This endeavour is called neuroscience 2.0 or
machine
behaviour. ...
Visualization 2023/2024
Prof. Dr. Tobias Günther
Vorlesung
IdM-Anmeldung
... focus and context), - lies in visualization (human biases and rules of thumb), - applications (deep
learning
...
CIN-PDE 2023 • Erlangen-Shanghai
Darlis Bracho Tudares
Kongress
Frei
... " rel="noopener" target="_blank">FAU DCN-AvH</a>, Chair for Dynamics, Control,
Machine
...
Project Representation
Learning
SS2023
Seminar
IdM-Anmeldung / Studon
... <p>Different projects in the area of (deep) representation
learning
are on offer. ...
deep
learning
, representation
learning
Introduction to
Machine
Learning
Tutorial SS2023
Paul Stöwer
Übung
IdM-Anmeldung
Seminar: Economic Expectations and Forecasting Methods (SoSe 2023)
Prof. Dr. Jonas Dovern
Seminar
Studon
economic expectations, forecasting,
machine
learning
Machine
Learning
for Physicists 2023
Prof. Dr. Florian Marquardt
Vorlesung
IdM-Anmeldung
... <p>This is a course introducing modern techniques of
machine
learning
, especially deep ...
FAU DCN-AvH Seminars SS 2022/2023
Darlis Bracho Tudares
Vorlesung
Frei
... :inherit"><font style="vertical-align:inherit"> , Chair for Dynamics, Control,
Machine
...
control, energy, mathematics, Engineering, Dynamics, PDE, Applied Mathematics, control theory, federated
learning
Pattern Analysis 2023
Dr. Christian Riess
Vorlesung
IdM-Anmeldung
machine
learning
, statistical
learning
, probabilistic methods
Introduction to
Machine
Learning
2023
Dr.-Ing. Vincent Christlein
Vorlesung
IdM-Anmeldung
Digital Health Psychology 2023
Prof. Dr. Nicolas Rohleder
Seminar
IdM-Anmeldung
... engineering: data analysis in Python, acquisition and processing of physiological signals, basics of
machine
...
FAU DCN-AvH Seminars WS 2022/2023
Darlis Bracho Tudares
Vorlesung
Frei
Research, control, energy, mathematics, Engineering, Dynamics,
machine
learning
, PDE, Applied Mathematics
Machine
Learning
for Engineers II 2022/2023
Prof. Dr. Björn Eskofier
Vorlesung
Studon
Statistics 2022/2023
Prof. Dr. Jonas Dovern
Vorlesung
Studon
... statements from data samples, iv) analyze random processes, and v) analyze big data sets by means of
machine
...
statistics,
machine
learning
, probability theory, hypothesis testing
Data Science: Datenauswertung 2022/2023
Prof. Dr. Jonas Dovern
Vorlesung
Studon
Statistik, datenanalyse, Daten,
machine
learning
Computational Magnetic Resonance Imaging 2022/2023
Prof. Dr. Florian Knoll
Vorlesung
Frei
Medical Imaging, MRI, Inverse Problems, Numerical Optimization,
Machine
Learning
, Deep
Learning
Algorithms, programming, and data representation 2022/2023
Prof. Dr. Bernhard Kainz
Vorlesung
Frei / IdM-Anmeldung
... ;lt;/ol> <h2 id="ilPageTocA235" rel="noreferrer noopener">
Learning
...
Cognitive Neuroscience for AI Developers (CNAID) 2022/2023
Dr. rer. nat. Patrick Krauß
Vorlesung
IdM-Anmeldung / Studon
... This endeavour is called neuroscience 2.0 or
machine
behaviour. ...
Machine
Learning
for Engineers I 2022/2023
Prof. Dr. Björn Eskofier
Vorlesung
Studon
Visualization 2022/2023
Prof. Dr. Tobias Günther
Vorlesung
IdM-Anmeldung
... - lies in visualization (human biases and rules of thumb),<br /> - applications (deep
learning
...
MLTS Exercises 2022/2023
Richard Dirauf
Übung
IdM-Anmeldung
machine
learning
, time series, Data Analysis
Advanced Seminar (CEP) 2022
Vorlesung
Frei
... <p>
Learning
about efficient literature research and improving presentation skills for CEP-students ...
Learning
Interfaces for Autonomous Systems (LIAS) 2022
Anany Dwivedi
Vorlesung
IdM-Anmeldung
interfaces,
machine
learning
, human
machine
interaction
22SS - Interaction and
Learning
in Medical Robotics (SemIMR) 2022
Marek Sierotowicz
Vorlesung
IdM-Anmeldung
... 0px; user-select: text; -webkit-user-drag: none; -webkit-tap-highlight-color: transparent;">
machine
...
Introduction to
Machine
Learning
Tutorial 2022
Paul Stöwer
Übung
IdM-Anmeldung
Cognitive Neuroscience for AI Developers (CNAID) 2022
Dr. rer. nat. Patrick Krauß
Vorlesung
IdM-Anmeldung / Studon
... This endeavour is called neuroscience 2.0 or
machine
behaviour. ...
Human Computer Interaction (HCI) 2022
Prof. Dr. Björn Eskofier
Vorlesung
IdM-Anmeldung
... > <p> </p> <p><strong>
Learning
...
Computational Neurotechnology SS 2022
Prof. Dr. Tobias Reichenbach
Vorlesung
Studon
... Erarbeitung von Anwendungen im Bereich der künstlichen neuronalen Netzwerke, der Brain-
Machine
...
Project Representation
Learning
2022
Prof. Dr. Bernhard Kainz
Seminar
Frei / Studon
... <p>Different projects in the area of (deep) representation
learning
are on offer. ...
deep
learning
, representation
learning
Introduction to
Machine
Learning
2022
Dr.-Ing. Vincent Christlein
Vorlesung
Frei
Mathematics of
Learning
2022
Prof. Dr. Frauke Liers
Vorlesung
Studon
Seminar Advanced Deep
Learning
[ADL] WiSe21/22 2021/2022
Prof. Eva Katharina Breininger
Seminar
IdM-Anmeldung
Applied Neural Engineering: Brain and Spine Neurosurgery and Human/
Machine
Interfaces 2021/2022
Prof. Dr. Alessandro Del Vecchio
Seminar
IdM-Anmeldung / Passwort
Seminar Intraoperative Imaging and
Machine
Learning
[IIML] WiSe21/22 2021/2022
Prof. Eva Katharina Breininger
Vorlesung
IdM-Anmeldung
... amp;lt;p><span class="formattedtext">For many applications, techniques like deep
learning
...
Introduction to Data Privacy 2021/2022
Prof. Dr. Dominique Schröder
Vorlesung
IdM-Anmeldung
Privacy, Differential Privacy, K-anonymi,
learning
on encrypted data
Seminar Digital Pathology and Deep
Learning
[SemDP] WiSe21/22 2021/2022
Prof. Eva Katharina Breininger
Seminar
IdM-Anmeldung / Studon
... Deep
learning
-based techniques can be used for different objectives in this scope. ...
Project Seminar - Road Scene Understanding for the Visually Impaired - WS 2021/22 2021/2022
Prof. Dr. Andreas Maier
Seminar
IdM-Anmeldung
... Kamar, Revolt: Collaborative Crowdsourcing for Labeling
Machine
Learning
Datasets, CHI 2017, Denver, ...
Quantum Computing 2021/2022
Prof. Dr. Michael J. Hartmann
Vorlesung
Studon
... </span></p> <p class="formattedtext">
Learning
goals and competences ...
Introduction to
Machine
Learning
2021/2022
Dr.-Ing. Vincent Christlein
Vorlesung
IdM-Anmeldung
Cognitive Neuroscience for AI Developers (CNAID) 2021/2022
Dr. rer. nat. Patrick Krauß
Vorlesung
IdM-Anmeldung / Studon
... This endeavour is called neuroscience 2.0 or
machine
behaviour. ...
Deep
Learning
4 Beginners 2021
Prof. Dr. Andreas Maier
Vorlesung
Studon
... <p>This is the video lecture associated with the VHB Course "Deep
Learning
...
Deep
Learning
4 Beginners 2020/2021
Prof. Dr. Andreas Maier
Vorlesung
Keine Clips
... <p>This is the video lecture associated with the VHB Course "Deep
Learning
...
deep
learning
, beginners
Interfacing the Neuromuscular system: Applications for Human/
Machine
Interfaces and Neurophysiology 2021
Prof. Dr. Alessandro Del Vecchio
Vorlesung
Frei
International Online Workshop: Particle Technology and Product Design Education - A Digital Leap Forward - 2021
Prof. Robin N. Klupp Taylor
Kongress
Passwort / Studon
... University of Sheffield, UK</p> <hr /> <h2>11 May 2021 - Blended
Learning
...
Human Computer Interaction (HCI) 2021 - Exercise
Wolfgang Mehringer
Seminar
IdM-Anmeldung
... > <p> </p> <p><strong>
Learning
...
Seminar Intraoperative Imaging and
Machine
Learning
2021
Prof. Eva Katharina Breininger
Vorlesung
IdM-Anmeldung / Studon
... ;gt;<span class="formattedtext">For many applications, techniques like deep
learning
...
Seminar Digital Pathology and Deep
Learning
2021
Prof. Eva Katharina Breininger
Vorlesung
IdM-Anmeldung / Studon
... Deep
learning
-based techniques can be used for different objectives in this scope. ...
Seminar Artificial Intelligence and Neuroscience (SemAINeuro) 2021
Prof. Dr. Andreas Maier
Seminar
IdM-Anmeldung / Passwort
...
learning
. ...
Project Seminar - Road Scene Understanding for the Visually Impaired 2021
Prof. Dr. Andreas Maier
Seminar
IdM-Anmeldung
... Kamar, Revolt: Collaborative Crowdsourcing for Labeling
Machine
Learning
Datasets, CHI 2017, Denver, ...
Cognitive Neuroscience for AI Developers (CNAID) 2021
Prof. Dr. Andreas Maier
Vorlesung
IdM-Anmeldung
... This endeavour is called neuroscience 2.0 or
machine
behaviour. ...
Machine
Learning
for Engineers I 2021/2022
Prof. Dr. Björn Eskofier
Vorlesung
Studon
... <p>This course offers an overview of some of the most widely used
machine
learning
(ML) ...
Themenmonat Lehre 30.10.2020: Die eigene Lehre erforschen – Ansatz, Methodik und Praxis 2020/2021
Dr. Michael Cursio
Vortragsreihe
Frei / IdM-Anmeldung
... Das Scholarship of Teaching and
Learning
(SoTL) – ein Ansatz zur Erforschung der eigenen ...
Seminar Intraoperative Imaging and
Machine
Learning
[IIML] 2020/2021
Prof. Eva Katharina Breininger
Vorlesung
IdM-Anmeldung / Studon
... ;gt;<span class="formattedtext">For many applications, techniques like deep
learning
...
Intraoperative Imaging, Medical Imaging,
machine
learning
, deep
learning
, Orthopädie
Seminar Deep
Learning
: Multi-Task
Learning
for Document Analysis (SemDL) | HS praktisch (HSprakt) 2020/2021
Prof. Dr. Stefan Evert
Themenvorträge
IdM-Anmeldung
Seminar Digital Pathology and Deep
Learning
2020/2021
Prof. Eva Katharina Breininger
Vorlesung
IdM-Anmeldung / Studon
... Deep
learning
-based techniques can be used for different objectives in this scope. ...
Maschinelles Lernen für Zeitreihen /
Machine
Learning
for Time Series 2020/2021 Exercises
Dr. Leo Schwinn
Übung
IdM-Anmeldung / Studon
machine
learning
, time series
Introduction to Pattern Recognition 2020/2021
Dr.-Ing. Vincent Christlein
Vorlesung
IdM-Anmeldung / Studon
pattern recognition,
machine
learning
Machine
Learning
in Communications [WS20-21]] 2020/2021
Prof. Dr. Laura Cottatellucci
Vorlesung
Passwort
... <p>
Machine
Learning
(ML) and particularly, Deep
Learning
(DL) are at the foundation of ...
Supplements for
Machine
Learning
in Signal Processing (MLIPS) 2020/2021
Prof. Dr. Veniamin Morgenshtern
Übung
IdM-Anmeldung
Machine
Learning
in Signal Processing (MLISP) 2020/2021
Prof. Dr. Veniamin Morgenshtern
Vorlesung
IdM-Anmeldung
Seminar Meta
Learning
(SemMeL) 2020/2021
Prof. Dr. Andreas Maier
Themenvorträge
Frei / IdM-Anmeldung / Passwort / Studon
... refers to algorithms which aim to learn an aspect of a
learning
algorithm from data. ...
Experimental physics of modern materials (B): Photophysics (EPM-MAT, PW) 2020/2021
Dr. Daniel Niesner
Vorlesung
IdM-Anmeldung / Passwort
... lecture series will be given as an asynchronous online class, i.e. in the form of videos with recorded
learning
...
Artificial Intelligence (AI-1) WS 2020 2020/2021
Prof. Dr. Michael Kohlhase
Vorlesung
Frei
... The materials consist of video
learning
nuggets that cover a topic in a self-contained way (modulo all ...
Deep
Learning
- Plain Version 2020/2021
Prof. Dr. Andreas Maier
Vorlesung
Frei
... <dl> <dd>Deep
Learning
(DL) has attracted much interest in a wide range ...
Deep
Learning
2020/2021
Prof. Dr. Andreas Maier
Vorlesung
IdM-Anmeldung
... <dl> <dd>Deep
Learning
(DL) has attracted much interest in a wide range ...
Pattern Recognition [PR] 2020/2021
Prof. Dr. Andreas Maier
Vorlesung
Frei
... Analysis (ICA), combine weak classifiers to get a strong one (AdaBoost), and discuss the performance of
machine
...
Propädeutische Übung Handels- und Gesellschaftsrecht 2020
David Lang
Übung
IdM-Anmeldung
... Veranstaltung wird aufgrund der Corona-Pandemie im SoSe 2020 ausschließlich als digitale distant
learning
...
Die eigene Lehre erforschen 2020
Dr. Uwe Fahr
Themenvorträge
Passwort
... amp;amp;ouml;chte ich Ihnen einen kurzen Eindruck von dem "Scholarship of Teaching and
Learning
...
Learning
Sequence on Open Source Data 2020
Beitragsreihe
Studon
Deep
Learning
- Plain Version 2020
Prof. Dr. Andreas Maier
Vorlesung
Frei
... <p> </p> <dl> <dd>Deep
Learning
...
Seminar Digital Pathology and Deep
Learning
2020
Dipl.-Ing. Marc Aubreville
Vorlesung
IdM-Anmeldung / Studon
... Deep
learning
-based techniques can be used for different objectives in this scope. ...
deep
learning
, pathology, histology
One World Seminar: Mathematical Methods for Arbitrary Data Sources (MADS) 2020
Prof. Dr. Martin Burger
Vortragsreihe
Frei
... collect talks on mathematical disciplines related to all kind of data, ranging from statistics and
machine
...
Pattern Analysis 2020
Dr. Christian Riess
Vorlesung
IdM-Anmeldung
... Major topics of this lecture are density estimation, random foressts, clustering, manifold
learning
, ...
Radar, RFID and Wireless Sensor Systems (Lecture) 2021
Prof. Dr. Martin Vossiek
Vorlesung
Studon
... (ADAS), autonoumous driving and flying, robotics, industrial automation, logistics and novel human
machine
...
Radar, RFID and Wireless Sensor Systems (Tutorial) 2021
Dr.-Ing. Christian Carlowitz
Vorlesung
Studon
... (ADAS), autonoumous driving and flying, robotics, industrial automation, logistics and novel human
machine
...
1102 Clips gefunden
12-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-07-22
11-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-07-15
10-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-07-08
9-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-07-01
8-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-06-24
7-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-06-17
6-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-06-03
5-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-05-27
4-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-05-20
1-Introduction 2025
IdM-Anmeldung
Sonstiges
2025-05-16
deep
learning
,time series
3-Ordinary Differential Equations (ODE) 2025
IdM-Anmeldung
Sonstiges
2025-05-16
deep
learning
,time series
6-Application of ODEnet on time series 2025
IdM-Anmeldung
Sonstiges
2025-05-16
deep
learning
,time series
4-Residual network and ODEnet 2025
IdM-Anmeldung
Sonstiges
2025-05-16
deep
learning
,time series
5-Backpropagation in ODEnet 2025
IdM-Anmeldung
Sonstiges
2025-05-16
deep
learning
,time series
2-Time-aware models 2025
IdM-Anmeldung
Sonstiges
2025-05-16
deep
learning
,time series
1-XAI 1 2025
IdM-Anmeldung
Sonstiges
2025-05-16
deep
learning
,time series
3-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-05-13
2-Exercise 1 2025
Frei
Übung
2025-05-12
Introduction,Python,Computer Vision,
Machine
Learning
2-Introduction to Deep
Learning
(DL) 2025
IdM-Anmeldung
Sonstiges
2025-05-11
... We give an introduction to basic topics in Deep
Learning
, from the Perceptron model, to MLP, ...
deep
learning
,time series
4-RNNs and LSTMs 2025
IdM-Anmeldung
Sonstiges
2025-05-11
deep
learning
,time series
3-Convolutional Neural Networks (CNNs) 2025
IdM-Anmeldung
Sonstiges
2025-05-11
deep
learning
,time series
5-Transformers 2025
IdM-Anmeldung
Sonstiges
2025-05-11
deep
learning
,time series
6-Conclusions 2025
IdM-Anmeldung
Sonstiges
2025-05-11
deep
learning
,time series
1-Introduction 2025
IdM-Anmeldung
Sonstiges
2025-05-11
deep
learning
,time series
5-FAU MoD Course: From Condensation to Generalization Theory (5/5) 2025
Frei
Sonstiges
2025-05-08
... strong> FAU MoD Course: Towards a Mathematical Foundation of Deep
Learning
...
1-Introduction + Exercise 0 2025
Frei
Übung
2025-05-07
Introduction,Python,Computer Vision,
Machine
Learning
4-FAU MoD Course: From Condensation to Loss Landscape Analysis (4/5) 2025
Frei
Sonstiges
2025-05-07
... strong> FAU MoD Course: Towards a Mathematical Foundation of Deep
Learning
...
3-FAU MoD Course: Condensation Phenomenon (3/5) 2025
Frei
Sonstiges
2025-05-06
... strong> FAU MoD Course: Towards a Mathematical Foundation of Deep
Learning
...
2-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-05-06
2-FAU MoD Course: Frequency Principle/Spectral Bias (2/5) 2025
Frei
Sonstiges
2025-05-05
... strong> FAU MoD Course: Towards a Mathematical Foundation of Deep
Learning
...
1-FAU MoD Course: Mysteries of Deep
Learning
(1/5) 2025
Frei
Sonstiges
2025-05-02
... strong> FAU MoD Course: Towards a Mathematical Foundation of Deep
Learning
...
1-The Tool Tracking Dataset 2025
IdM-Anmeldung
Sonstiges
2025-04-30
deep
learning
,time series
19-MLPDES25: Discovering the hidden low-dimensional dynamics of time-dependent PDEs with Latent Dynamics Networks 2024/2025
Frei
Kongress, Tagung
2025-04-30
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
18-MLPDES25: On Brezis' first open problem: A complete solution 2024/2025
Frei
Kongress, Tagung
2025-04-30
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
20-MLPDES25: Hamilton-Jacobi equations on infinite dimensional spaces 2024/2025
Passwort / Studon
Kongress, Tagung
2025-04-30
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
21-MLPDES25: Allen-Cahn message passing in graph neural networks and fast Sinkhorn for Wasserstein-1 metric 2024/2025
Frei
Kongress, Tagung
2025-04-30
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
10-MLPDES25: Transformers are universal in-context learners 2024/2025
Frei
Kongress, Tagung
2025-04-29
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
11-MLPDES25: Replicator dynamics as the large-population limit of a multi-strategy discrete Moran process 2024/2025
Frei
Kongress, Tagung
2025-04-29
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
15-MLPDES25: Diffusion effects in optimal transport and mean-field planning models 2024/2025
Frei
Kongress, Tagung
2025-04-29
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
17-MLPDES25: Speinshart Scientific Center for AI and SuperTech 2024/2025
Frei
Kongress, Tagung
2025-04-29
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
16-MLPDES25: The condensation phenomenon of Deep Neural Networks 2024/2025
Frei
Kongress, Tagung
2025-04-29
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
12-MLPDES25: Replicator dynamics on a network 2024/2025
Frei
Kongress, Tagung
2025-04-29
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
14-MLPDES25: Remarks on matching measures with ML architectures 2024/2025
Frei
Kongress, Tagung
2025-04-29
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
13-MLPDES25_ Many-particle systems perspective on Transformers 2024/2025
Passwort / Studon
Kongress, Tagung
2025-04-29
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
1-Introduction to
Machine
Learning
2025
IdM-Anmeldung
universitäre Vorlesung
2025-04-29
2-MLPDES25:
Machine
Learning
enhanced polytopal finite element methods for neurodegenerative disorder modeling 2024/2025
IdM-Anmeldung
Kongress, Tagung
2025-04-28
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
1-MLPDES25: Opening ceremony 2024/2025
Frei
Kongress, Tagung
2025-04-28
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
7-MLPDES25: Optimal control of nonlocal conservation laws and the singular limit 2024/2025
Frei
Kongress, Tagung
2025-04-28
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
5-MLPDES25: Modern calibration strategies for macroscopic traffic flow models 2024/2025
Frei
Kongress, Tagung
2025-04-28
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
3-MLPDES25: Eigenvalue problems on graphs and hypergraphs 2024/2025
Frei
Kongress, Tagung
2025-04-28
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
9-MLPDES25: Projects and opportunities at the FAU DCN-AvH 2024/2025
Frei
Kongress, Tagung
2025-04-28
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
Machine
Learning
,FAU MoD workshop,Erlangen,mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU
4-MLPDES25: Enhanced dissipation via time-dependent velocity field 2024/2025
Frei
Kongress, Tagung
2025-04-28
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
6-MLPDES25: Optimal Control and Reinforcement
Learning
2024/2025
Frei
Kongress, Tagung
2025-04-28
... target="_blank">https://mod.fau.eu/mlpdes25/ #MLPDES25
Machine
...
mathematics,Neural Network,FAU,PDE,Applied Mathematics,FAU MoD,Partial Differential Equations,Bavaria,
Machine
1-Organizational information 2025
IdM-Anmeldung
Sonstiges
2025-04-23
deep
learning
,time series
2-Motivation and Examples 2025
IdM-Anmeldung
Sonstiges
2025-04-23
... In this section we discussion motivation for studying Deep
Learning
techniques in the time series ...
deep
learning
,time series
6-ML Tasks (for time series) 2025
IdM-Anmeldung
Sonstiges
2025-04-23
... In this section, we discuss possible ML
learning
tasks that are most commonly encountered for ...
deep
learning
,time series
3-Definitions 2025
IdM-Anmeldung
Sonstiges
2025-04-23
deep
learning
,time series
5-ML Pipeline 2025
IdM-Anmeldung
Sonstiges
2025-04-23
deep
learning
,time series
4-Types of ML 2025
IdM-Anmeldung
Sonstiges
2025-04-23
... In this section, we discuss different types of ML
learning
and agree on basic ML definitions ...
deep
learning
,time series
7-Recap and conclusions 2025
IdM-Anmeldung
Sonstiges
2025-04-23
deep
learning
,time series
85-NHR PerfLab Seminar 2025-03-18: The Stunning Success Story of
Machine
Learning
for Weather Prediction 2024/2025
Frei
Sonstiges
2025-03-25
... Ludwig, German Climate Computing Center (DKRZ) Title: The Stunning Success Story of
Machine
...
59-Yi Gu (NAIST, Japan) – Fine-Grained Musculoskeletal Analysis from a Plain X-ray Image 2024/2025
IdM-Anmeldung / Passwort
Sonstiges
2025-03-14
... By
learning
to synthesize 2D metric distribution maps (subsets of CT information), the proposed methods ...
58-Topological and Geometric Aspects for
Machine
Learning
2024/2025
IdM-Anmeldung
Sonstiges
2025-02-14
... strong>Abstract: This presentation explores the interplay of topology, geometry, and
machine
...
56-Beyond the Patterns - Suprosanna Shit, PhD & Chinmay Prabhakar (University of Zürich) – 3D Vessel Graph Generation Using Denoising Diffusion 2021/2022
Frei
universitäre Vorlesung
2025-01-31
... My research interests focus on developing basic generalizable and efficient
machine
learning
algorithms ...
55-Beyond the Patterns - Dr. Zongwei Zhou (Johns Hopkins University) – Body Maps: Towards 3D Atlas of Human Body 2021/2022
Frei
universitäre Vorlesung
2025-01-27
... Several disciplines, such as natural language processing (e.g., GPTs), representation
learning
(e.g., ...
53-Xiaolin Huang (Shanghai Jiao Tong University) –
Machine
Learning
and
Machine
Unlearning in the View of 2021/2022
Frei
universitäre Vorlesung
2025-01-20
... Title:
Machine
Learning
and
Machine
Unlearning in the View of Generalization ...
52-Xiaochun Lai (Shanghai Tech University) – A Physics-ASIC Architecture-Driven Deep
Learning
Detector Model 2021/2022
Frei
universitäre Vorlesung
2024-12-19
... This presentation introduces a physics and ASIC architecture-driven deep
learning
detector model for ...
7-Federated
Learning
with a Malicious Server (2024-12-19) 2024/2025
IdM-Anmeldung
Sonstiges
2024-12-19
federated
learning
19-DSSS Lecture 08 -
Machine
Learning
II (part 2) 2024/2025
Studon
universitäre Vorlesung
2024-12-18
6-Privacy and Federated
Learning
(2024-12-12) 2024/2025
IdM-Anmeldung
Sonstiges
2024-12-12
Privacy,federated
learning
18-DSSS Exercise 08 -
Machine
Learning
II 2024/2025
Studon
universitäre Vorlesung
2024-12-11
17-DSSS Lecture 08 -
Machine
Learning
II (part 1) 2024/2025
Studon
universitäre Vorlesung
2024-12-09
16-DSSS Exercise 07 -
Machine
Learning
I 2024/2025
Studon
universitäre Vorlesung
2024-12-04
5-FAU MoD Lecture: Measuring productivity and fixedness in lexico-syntactic constructions 2024/2025
Frei
universitäre Vorlesung
2024-12-03
... FAU MoD Lecture: The implicit bias phenomenon in deep
learning
Speaker: Prof. Dr. ...
15-DSSS Lecture 07 -
Machine
Learning
I 2024/2025
Studon
universitäre Vorlesung
2024-12-02
1-Evolving Paradigms: The Future of Responsible AI in Healthcare beyond End-to-End
Learning
2024/2025
Frei
universitäre Vorlesung
2024-11-27
... As the Chair of Explainable
Machine
Learning
at the University of Bamberg, Prof. Dr. ...
1-Project Representation
Learning
WS 24/25 2024/2025
IdM-Anmeldung
Sonstiges
2024-11-22
9-Nuremberg Forum 2024 - Kappelhoff and Palkowitsch-Kühl: Global
Learning
in Religious Education 2024/2025
Passwort
Sonstiges
2024-11-08
3-FAU MoD Lecture: New avenues for the interaction of computational mechanics and
machine
learning
2024/2025
Frei
universitäre Vorlesung
2024-10-24
... rnberg (Germany) FAU MoD Lecture: New avenues for the interaction of computational mechanics and
machine
...
0-Livestream - Robot mechanisms and user interfaces 2024/2025
IdM-Anmeldung / Studon
universitäre Vorlesung
2024-10-17
... Mechanical components, short overview/repetition of
machine
elements, Robot mechanisms, Kinematic ...
1-Algorithms, programming, and data representation 2024/2025 week 1 2024/2025
IdM-Anmeldung
Sonstiges
2024-10-15
... ;lt;/li> </ol> <h2 id="ilPageTocA235" rel="noreferrer noopener">
Learning
...
2-Künstliche Intelligenz macht uns alle fit – was Forschung dazu beiträgt 2024/2025
Frei
Veranstaltung für die Öffentlichkeit
2024-10-08
... white-space:normal">Künstliche Intelligenz (KI) und
Machine
...
1-FAU MoD Lecture: Thoughts on
Machine
Learning
2024/2025
Frei
universitäre Vorlesung
2024-09-20
... Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) FAU MoD Lecture: Thoughts on
Machine
...
1-Introduction 2024/2025
Passwort / Studon
Sonstiges
2024-09-11
... both the theoretical and practical aspects of neurolinguistic research, setting the stage for a robust
learning
...
2-Deep
learning
based synthesis of sedimentation boundaries in centrifugation experiments 2024
Frei
Sonstiges
2024-09-02
3-Course: Control and
Machine
Learning
2024
Frei
universitäre Vorlesung
2024-08-07
... 2024</strong><br /> Course: <strong>Control and
Machine
...
12-Introduction to
Machine
Learning
SoSe24 2024
IdM-Anmeldung / Studon
universitäre Vorlesung
2024-07-23
13-Introduction to
Machine
Learning
SoSe24 2024
IdM-Anmeldung / Studon
universitäre Vorlesung
2024-07-23
11-
Machine
Learning
for Physicists 2024
Frei
universitäre Vorlesung
2024-07-18
13-Fluid 6 - Smoke Detail & Fire 2024
IdM-Anmeldung
universitäre Vorlesung
2024-07-14
... Afterwards, we cover fire simulation and briefly touch on
machine
learning
applications. ...
10-
Machine
Learning
for Physicists 2024
Frei
universitäre Vorlesung
2024-07-11
9-
Machine
Learning
approaches to Classical Many‐Body Systems in (Non‐)Equilibrium 2024
IdM-Anmeldung
Sonstiges
2024-07-10
... /> I discuss recent advances and perspectives on finding these functionals using methods of
Machine
...
0-Didactic Experiment by the FBZHL 2024
Frei
Sonstiges
2024-07-09
... challenge that can be used to develop individual aspects that have a positive effect on teaching and
learning
...
1-Course: Control and
Machine
Learning
2024
Frei
universitäre Vorlesung
2024-07-07
... 2024</strong><br /> Course: <strong>Control and
Machine
...
2-Course: Control and
Machine
Learning
2024
Frei
universitäre Vorlesung
2024-07-07
... 2024</strong><br /> Course: <strong>Control and
Machine
...
4-Course: Control and
Machine
Learning
2024
Frei
universitäre Vorlesung
2024-07-07
... 2024</strong><br /> Course: <strong>Control and
Machine
...
5-Course: Control and
Machine
Learning
2024
Frei
universitäre Vorlesung
2024-07-07
... 2024</strong><br /> Course: <strong>Control and
Machine
...
6-Course: Control and
Machine
Learning
2024
Frei
universitäre Vorlesung
2024-07-07
... 2024</strong><br /> Course: <strong>Control and
Machine
...
7-Course: Control and
Machine
Learning
2024
Frei
universitäre Vorlesung
2024-07-07
... 2024</strong><br /> Course: <strong>Control and
Machine
...
8-Course: Control and
Machine
Learning
2024
Frei
universitäre Vorlesung
2024-07-07
... 2024</strong><br /> Course: <strong>Control and
Machine
...
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