Understanding Deep Neural Networks: From Generalization to Interpretability - Gitta Kutyniok Published 2020-03-05 Download video MP4 360p Recommendations 45:02 Your Brain on Energy-Based Models: Applying and Scaling EBMs to Problems...- Will Grathwohl 1:21:41 Surprises from rubbing the wrong way - A public lecture by Tadashi Tokieda 1:08:17 Roman Orus - News on tensor Networks for machine learning and quantum computing simulation 1:28:54 BI 183 Dan Goodman: Neural Reckoning 1:18:12 Lecture 06 - Theory of Generalization 22:35 'How neural networks learn' - Part III: Generalization and Overfitting 1:15:18 Expanding the Reach of P not equal to NP: the Minimum Circuit Size Problem with a... - Rahul Ilango 54:59 Pure Mathematics As Applied Physics - Tadashi Tokieda 56:11 Ankur Moitra, MIT, "Learning from Dynamics" 58:07 Aligning LLMs with Direct Preference Optimization 1:00:58 Near-Term Quantum Algorithms for Optimization with Ashley Montanaro 1:17:14 Advances in Parallel and Private Stochastic Optimization from Ball Acceleration - Kevin Tian 3:11:40 Time & Mind: Finding a Theory That Closes the Gap 1:06:52 Update on Supersymmetric Field Theory and Invariants of Smooth Four-Manifolds - Gregory Moore 59:03 Nonlinear Dynamics of Beliefs over Social Networks 58:10 A Pair Correlation Surface Associated to the Zeros of the Riemann Zeta Function- Alexandru Zaharescu Similar videos 55:20 1W-MINDS: Gitta Kutyniok, June 18, 2020, Understanding Deep Neural Networks: From Generalization... 1:15:07 Beyond the Patterns 36 - Gitta Kutyniok – Deep Neural Networks: The Mystery of Generalization 56:24 Gitta Kutyniok - Graph Convolutional Neural Networks: The Mystery of Generalization 1:04:16 Deep Learning meets Shearlets: Gitta Kutyniok 51:02 MedAI #34: Optimizing for Interpretability in Deep Neural Networks | Mike Wu 56:03 Gitta Kutyniok - Spectral Graph Convolutional Neural Networks Do Generalize 21:15 Understanding Deep Learning (Still) Requires Rethinking Generalization (Paper Breakdown) 10:49 Shortcut Learning - A generalization problem in deep neural networks 48:03 Gitta Kutyniok 45:06 Gitta Kutyniok: The Mathematics of Artificial Intelligence 56:29 8ECM Plenary Lecture: Gitta Kutyniok 56:49 Gitta Kutyniok - The Mathematics of Deep Learning: Can we Open the Black Box of Deep Neural Networks 28:05 Gitta Kutyniok provides the Lunch Talk to UiT Machine Learning Group 40:53 Deep Learning meets Modeling: Taking the Best out of Both Worlds: Gitta Kutyniok(LMU, UiT) 51:14 Gitta Kutyniok - The Impact of Artificial Intelligence on Parametric Partial Differential Equations 53:49 Gitta Kutyniok: "Deep Learning and Modeling: Taking the Best out of Both Worlds" 51:14 Gitta Kutyniok - Theory of Deep Learning (1/3) More results