24.08.2021, 18:00 Uhr, Deep Learning Theory Group Seminar

• Hanna Tseran (MPI MIS, Leipzig)
• Decision Boundary of Neural Networks (Topic overview)
• Videobroadcast, registration required, check abstract for details

26.08.2021, 17:00 Uhr, Math Machine Learning seminar MPI MIS + UCLA

• Guodong Zhang (University of Toronto)
• to be announced
• Videobroadcast, registration required, check abstract for details

02.09.2021, 17:00 Uhr, Math Machine Learning seminar MPI MIS + UCLA

• Matthew Trager (Amazon US)
• to be announced
• Videobroadcast, registration required, check abstract for details

07.09.2021, 18:00 Uhr, Deep Learning Theory Group Seminar

• Johannes Müller (MPI MIS, Leipzig)
• NNs for PDEs: Differences to supervised learning (Bytes)
• Videobroadcast, registration required, check abstract for details

09.09.2021, 17:00 Uhr, Math Machine Learning seminar MPI MIS + UCLA

• Shaowei Lin (Singapore University of Technology and Design)
• to be announced
• Videobroadcast, registration required, check abstract for details

14.09.2021, 18:00 Uhr, Deep Learning Theory Group Seminar

• Pierre Bréchet (MPI MIS, Leipzig)
• Role(s) of the regularization in the convergence of GANs
• Videobroadcast, registration required, check abstract for details

16.09.2021, 17:00 Uhr, Math Machine Learning seminar MPI MIS + UCLA

• Pavel Izmailov (New York University)
• to be announced
• Videobroadcast, registration required, check abstract for details

23.09.2021, 17:00 Uhr, Math Machine Learning seminar MPI MIS + UCLA

• Huan Xiong (MBZUAI, Abu Dhabi)
• On the Number of Linear Regions of Convolutional Neural Networks with Piecewise Linear Activations
• Videobroadcast, registration required, check abstract for details

28.09.2021, 18:00 Uhr, Deep Learning Theory Group Seminar

• Hanna Tseran (MPI MIS, Leipzig)
• How to Start Training: The Effect of Initialization and Architecture (Paper review)
• Videobroadcast, registration required, check abstract for details

07.10.2021, 17:00 Uhr, Math Machine Learning seminar MPI MIS + UCLA

• Roger Grosse (University of Toronto)
• Self-tuning networks: Amortizing the hypergradient computation for hyperparameter optimization
• Videobroadcast, registration required, check abstract for details

12.10.2021, 18:00 Uhr, Deep Learning Theory Group Seminar

• Johannes Müller (MPI MIS, Leipzig)
• Degree of the value function (Progress report)
• Videobroadcast, registration required, check abstract for details

14.10.2021, 17:00 Uhr, Math Machine Learning seminar MPI MIS + UCLA

• Mathias Drton (Technical University of Munich)
• to be announced
• Videobroadcast, registration required, check abstract for details

21.10.2021, 17:00 Uhr, Math Machine Learning seminar MPI MIS + UCLA

• David Stutz (MPI for Informatics, Saarbrücken)
• to be announced
• Videobroadcast, registration required, check abstract for details