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Thu 14:30 On the loss landscape of a class of deep neural networks with no bad local valleys
Quynh Nguyen · Mahesh Chandra Mukkamala · Matthias Hein
Tue 9:00 Ringing ReLUs: Harmonic Distortion Analysis of Nonlinear Feedforward Networks
Christian Ali Mehmeti-Göpel · David Hartmann · Michael Wand
Tue 17:00 Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics
Daniel Kunin · Javier Sagastuy-Brena · Surya Ganguli · Daniel L Yamins · Hidenori Tanaka
Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness
Payel Das · Xue Lin · Pu Zhao · Karthikeyan Natesan Ramamurthy · Pin-Yu Chen