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Poster
Mon 7:30 Memorization Capacity of Neural Networks with Conditional Computation
Erdem Koyuncu
Oral
Mon 6:10 Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions
Arthur Jacot
Oral Session
Mon 6:00 Oral 2 Track 5: Generative models & Theory
Workshop
Thu 6:40 Machine learning approaches to improve the exchange and correlation functional in Density functional Theory
Marivi Fernandez-Serra
Poster
Generalization and Estimation Error Bounds for Model-based Neural Networks
Avner Shultzman · Eyar Azar · Miguel Rodrigues · Yonina Eldar
Workshop
Thu 5:30 Neural Networks Learn Representation Theory: Reverse Engineering how Networks Perform Group Operations
Bilal Chughtai
Workshop
Thu 8:00 Scaling laws for deep neural networks: driving theory and understanding through experimental insights
Yasaman Bahri