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19 Results

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Poster
Wed 7:45 The Limit Points of (Optimistic) Gradient Descent in Min-Max Optimization
Constantinos Daskalakis · Ioannis Panageas
Poster
Thu 7:45 Learning and Inference in Hilbert Space with Quantum Graphical Models
Siddarth Srinivasan · Carlton Downey · Byron Boots
Poster
Wed 14:00 How SGD Selects the Global Minima in Over-parameterized Learning: A Dynamical Stability Perspective
Lei Wu · Chao Ma · Weinan E
Poster
Wed 14:00 Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models
Alexander Neitz · Giambattista Parascandolo · Stefan Bauer · Bernhard Schölkopf
Poster
Tue 7:45 NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations
Marco Ciccone · Marco Gallieri · Jonathan Masci · Christian Osendorfer · Faustino Gomez
Poster
Thu 14:00 Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators
Isao Ishikawa · Keisuke Fujii · Masahiro Ikeda · Yuka Hashimoto · Yoshinobu Kawahara
Poster
Thu 7:45 Adaptive Path-Integral Autoencoders: Representation Learning and Planning for Dynamical Systems
Jung-Su Ha · Young-Jin Park · Hyeok-Joo Chae · Soon-Seo Park · Han-Lim Choi