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Oral
Tue 1:15 Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path
X.Y. Han · Vardan Papyan · David Donoho
Poster
Wed 18:30 Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path
X.Y. Han · Vardan Papyan · David Donoho
Poster
Wed 10:30 Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks
Benjamin Bowman · Guido Montufar
Poster
Mon 2:30 The Three Stages of Learning Dynamics in High-dimensional Kernel Methods
Nikhil Ghosh · Song Mei · Bin Yu
Poster
Wed 10:30 The Convex Geometry of Backpropagation: Neural Network Gradient Flows Converge to Extreme Points of the Dual Convex Program
Yifei Wang · Mert Pilanci
Poster
Thu 10:30 Generalized Natural Gradient Flows in Hidden Convex-Concave Games and GANs
Andjela Mladenovic · Iosif Sakos · Gauthier Gidel · Georgios Piliouras