Statistical Learning
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Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory
Neural Information Processing Systems
Cohen et al. (2021) empirically study the evolution of the largest eigenvalue of the loss Hessian, also known as sharpness, along the gradient descent (GD) trajectory and observe the Edge of Stability (EoS) phenomenon.
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Scalable Kernel Inverse Optimization
Neural Information Processing Systems
The inherent assumption in IO is that an agent generates its decision by solving an optimization problem.
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