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Poster
Wed 8:45 Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory
Minhak Song · Chulhee Yun
Poster
Tue 8:45 Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability
Jingfeng Wu · Vladimir Braverman · Jason Lee
Workshop
Good regularity creates large learning rate implicit biases: edge of stability, balancing, and catapult
Yuqing Wang · Zhenghao Xu · Tuo Zhao · Molei Tao
Poster
Tue 15:15 Learning threshold neurons via edge of stability
Kwangjun Ahn · Sebastien Bubeck · Sinho Chewi · Yin Tat Lee · Felipe Suarez · Felipe Suarez · Yi Zhang
Workshop
Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
Elan Rosenfeld · Andrej Risteski
Poster
Tue 8:45 (S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability
Mathieu Even · Scott Pesme · Suriya Gunasekar · Nicolas Flammarion
Workshop
Adaptive Gradient Methods at the Edge of Stability
Jeremy M Cohen · Behrooz Ghorbani · Shankar Krishnan · Naman Agarwal · Sourabh Medapati · Michal Badura · Daniel Suo · Zachary Nado · George Dahl · Justin Gilmer
Workshop
Adaptive Gradient Methods at the Edge of Stability
Jeremy M Cohen · Behrooz Ghorbani · Shankar Krishnan · Naman Agarwal · Sourabh Medapati · Michal Badura · Daniel Suo · Zachary Nado · George Dahl · Justin Gilmer