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Oral
Tue Dec 08 06:00 AM -- 06:15 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
Deep Energy-based Modeling of Discrete-Time Physics
Takashi Matsubara · Ai Ishikawa · Takaharu Yaguchi
Oral
Tue Dec 08 06:15 AM -- 06:30 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory
Paria Rashidinejad · Jiantao Jiao · Stuart Russell
Oral
Tue Dec 08 06:30 AM -- 06:45 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
Dissecting Neural ODEs
Stefano Massaroli · Michael Poli · Jinkyoo Park · Atsushi Yamashita · Hajime Asama
Break
Tue Dec 08 06:45 AM -- 07:00 AM (PST)
Break
Spotlight
Tue Dec 08 07:00 AM -- 07:10 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
Robust Density Estimation under Besov IPM Losses
Ananya Uppal · Shashank Singh · Barnabas Poczos
Spotlight
Tue Dec 08 07:10 AM -- 07:20 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
Almost Surely Stable Deep Dynamics
Nathan Lawrence · Philip Loewen · Michael Forbes · Johan Backstrom · Bhushan Gopaluni
Spotlight
Tue Dec 08 07:20 AM -- 07:30 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks
Umut Simsekli · Ozan Sener · George Deligiannidis · Murat Erdogdu
Spotlight
Tue Dec 08 07:30 AM -- 07:40 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
A Theoretical Framework for Target Propagation
Alexander Meulemans · Francesco Carzaniga · Johan Suykens · João Sacramento · Benjamin F. Grewe
Q&A
Tue Dec 08 07:40 AM -- 07:50 AM (PST)
Joint Q&A for Preceeding Spotlights
Spotlight
Tue Dec 08 07:50 AM -- 08:00 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
Training Generative Adversarial Networks by Solving Ordinary Differential Equations
Chongli Qin · Yan Wu · Jost Tobias Springenberg · Andy Brock · Jeff Donahue · Timothy Lillicrap · Pushmeet Kohli
Spotlight
Tue Dec 08 08:00 AM -- 08:10 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
Information theoretic limits of learning a sparse rule
Clément Luneau · jean barbier · Nicolas Macris
Spotlight
Tue Dec 08 08:10 AM -- 08:20 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
Constant-Expansion Suffices for Compressed Sensing with Generative Priors
Constantinos Daskalakis · Dhruv Rohatgi · Emmanouil Zampetakis
Spotlight
Tue Dec 08 08:20 AM -- 08:30 AM (PST) @ Orals & Spotlights: Dynamical Sys/Density/Sparsity
Logarithmic Pruning is All You Need
Laurent Orseau · Marcus Hutter · Omar Rivasplata
Q&A
Tue Dec 08 08:30 AM -- 08:40 AM (PST)
Joint Q&A for Preceeding Spotlights
Break
Tue Dec 08 08:40 AM -- 09:00 AM (PST)
Break