Past Seminars

19.03.2021, 16:00 Uhr, Mathematics of Data Seminar

Stefanie Jegelka (Machine Learning Group at MIT, USA)
Representation and Learning in Graph Neural Networks
The seminar is cancelled.

04.08.2020, 11:00 Uhr, Mathematics of Data Seminar

Marco Mondelli (IST Austria)
Understanding Gradient Descent for Over-parameterized Deep Neural Networks

20.07.2020, 17:00 Uhr, Mathematics of Data Seminar

Franca Hoffmann (California Institute of Technology)
Kalman-Wasserstein Gradient Flows

04.02.2020, 11:00 Uhr, Interview

Xerxes Arsiwalla (Pompeu Fabra University Barcelona, Spain)
Extending Integrated Information Theories for Cognitive Systems

10.12.2019, 16:45 Uhr, Chalk Talk - Math of Data

Mikhail Belkin (The Ohio State University, USA)
Chalk Talk: What's next for machine learning? Some thoughts toward a unified theory of supervised inference.

14.11.2019, 11:00 Uhr, Mathematics of Data Seminar

Kathlén Kohn (KTH Royal Institute of Technology, Stockholm)
The geometry of neural networks

23.10.2019, 11:00 Uhr, Mathematics of Data Seminar

Věra Kůrková (Institute of Computer Science, Czech Academy of Sciences, Czech Republic)
Lower Bounds on Complexity of Shallow Networks

18.09.2019, 11:00 Uhr, Mathematics of Data Seminar

Vladimir Temlyakov (University of South Carolina)
Supervised learning and sampling error of integral norms in function classes

16.07.2019, 11:00 Uhr, Mathematics of Data Seminar

Lamiae Azizi (The University of Sydney)
A Mathematical trip into the Data Science realm
This seminar is cancelled.

28.05.2019, 11:15 Uhr, Mathematics of Data Seminar

Nicolas Garcia Trillos (Department of Statistics, University of Wisconsin-Madison, USA)
The use of geometry to learn from data, and the learning of geometry from data.

10.04.2019, 11:00 Uhr, Mathematics of Data Seminar

Gabriel Peyré (CNRS and Ecole Normale Supérieure, Paris, France)
Computational Optimal Transport for Data Sciences

07.03.2019, 11:00 Uhr, Mathematics of Data Seminar

Stefania Petra (Universität Heidelberg)
Compressed Sensing - From Theory To Practice

14.02.2019, 11:00 Uhr, Mathematics of Data Seminar

Felix Krahmer (Technische Universität München)
Blind deconvolution with randomness - convex geometry and algorithmic approaches

28.01.2019, 11:00 Uhr, Mathematics of Data Seminar

Nils Bertschinger (Frankfurt Institute for Advanced Studies - FIAS, Germany)
A geometric structure underlying stock correlations

08.11.2018, 11:00 Uhr, Mathematics of Data Seminar

Benjamin Fehrmann (University of Oxford)
Convergence rates for mean field stochastic gradient descent algorithms

27.09.2018, 11:00 Uhr, Mathematics of Data Seminar

Max von Renesse (Universität Leipzig)
Topics in Deterministic and Stochastic Dynamical Systems on Wasserstein Space

14.08.2018, 16:30 Uhr, Mathematics of Data Seminar

Afonso Bandeira (Courant Institute of Mathematical Sciences, New York)
Statistical estimation under group actions: The Sample Complexity of Multi-Reference Alignment

11.07.2018, 15:30 Uhr, Mathematics of Data Seminar

Harald Oberhauser (University of Oxford)
Learning laws of stochastic processes

18.06.2018, 15:30 Uhr, Mathematics of Data Seminar

Anna Seigal (University of California, Berkeley)
Structured Tensors and the Geometry of Data

14.05.2018, 14:00 Uhr, Seminar on Theory of Embodied Intelligence

Keyan Ghazi-Zahedi (MPI MIS, Leipzig)
Quantifying Morphological Computation

02.05.2018, 11:00 Uhr, Mathematics of Data Seminar

Steffen Lauritzen (University of Copenhagen, Denmark)
Max-linear Bayesian networks

24.04.2018, 15:30 Uhr, Mathematics of Data Seminar

Benjamin Recht (University of California, Berkeley)
The statistical foundations of learning to control

22.03.2018, 14:00 Uhr, Information Geometry Seminar

Dimitri Marinelli (Romanian Institute of Science and Technology - RIST, Romania)
Quantum Information Geometry and Boltzmann Machines

08.01.2018, 14:00 Uhr, LikBez Seminar

Nihat Ay (MPI MIS, Leipzig)
Causal Inference II

04.12.2017, 11:00 Uhr, Special Seminar

Wolfgang Löhr (TU Chemnitz)
Continuum limits of tree-valued Markov chains and algebraic measure trees

27.11.2017, 14:00 Uhr, Seminar on Theory of Embodied Intelligence

Fabio Bonsignorio (Scuola Superiore Sant’Anna, Pisa, Italy)
Modeling of Networked Embodied Cognitive Processes

10.11.2017, 11:45 Uhr, Information Geometry Seminar

Jun Zhang (University of Michigan-Ann Arbor, USA)
Statistical Manifold and Entropy-Based Inference

16.10.2017, 14:00 Uhr, Information Geometry Seminar

Luigi Malagò (Romanian Institute of Science and Technology - RIST, Romania)
From Natural Gradient to Riemannian Hessian: Second-order Optimization over Statistical Manifolds

10.05.2017, 14:00 Uhr, Information Geometry Seminar

Domenico Felice (University of Camerino, Italy)
Hamilton-Jacobi approach to Potential Functions in Information Geometry

25.11.2016, 15:30 Uhr, Special Seminar

František Matúš (Czech Academy of Sciences, Prague, Czech Republic)
Polyquantoids and quantoids: quantum counteparts of polymatroids and matroids

28.06.2016, 15:30 Uhr, Seminar on Theory of Embodied Intelligence

Daniel Polani (University of Hertfortshire, United Kingdom)
On Information and the Drivers of Cognition

10.05.2016, 11:00 Uhr, Seminar on Theory of Embodied Intelligence

Roy Fox (School of Computer Science and Engineering, Hebrew University, Israel)
Minimum-Information Planning in Partially-Observable Decision Problems

30.03.2016, 11:00 Uhr, Seminar on Theory of Embodied Intelligence

Daniel Häufle (Stuttgart Research Center for Simulation Technology, University of Stuttgart, Germany)
Musculo-Skeletal Models of Human Movement: Tools to Quantify Embodiment

21.01.2016, 11:00 Uhr, Seminar on Theory of Embodied Intelligence

Daniel Häufle (Stuttgart Research Center for Simulation Technology, University of Stuttgart, Germany)
Musculo-Skeletal Models of Human Movement: Tools to Quantify Embodiment
This talk is canceled!

09.11.2015, 14:00 Uhr, Arbeitsgemeinschaft NEURONALE NETZE UND KOGNITIVE SYSTEME

Tomas Veloz (University of British Columbia, Canada)
Toward a Quantum Theory of Cognition: History, Development and Perspectives

08.04.2015, 14:00 Uhr, Special Seminar

Sajad Saeedinaeeni (Universität Leipzig)
On asymptotic optimality of ML-type detectors in quantum hypothesis testing

01.04.2015, 14:00 Uhr, Seminar Holger Bernigau

to be announced

18.03.2015, 14:00 Uhr, Sacha

to be announced

17.03.2015, 14:00 Uhr, Special Seminar

Peter Gmeiner (Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany)
Information-Theoretic Cheeger Inequalities

10.03.2015, 11:00 Uhr, Seminar on Theory of Embodied Intelligence

Benjamin Friedrich (Max-Planck-Institut für Physik komplexer Systeme, Dresden)
Intelligent motility control of biological swimmers

18.02.2015, 14:00 Uhr, Special Seminar

Ryszard Kostecki (Perimeter Institute for Theoretical Physics, Waterloo, Canada)
Quantum information geometry as a foundation for quantum theory beyond quantum mechanics

19.01.2015, 11:00 Uhr, Seminar on Theory of Embodied Intelligence

Oliver Brock (Technische Universität Berlin, Robotics and Biology Laboratory)
Towards an Alchemy of Intelligence

15.01.2015, 10:30 Uhr, Special Seminar

František Matúš (Academy of Sciences of the Czech Republic, Institute of Information Theory and Automation)
Algebraic Problems Related to Entropy Regions