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Oral
Thu Jul 21 10:30 AM -- 10:50 AM (PDT) @ Room 310
Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning
In Probabilistic Methods/MISC
Konstantinos Kalais · Sotirios Chatzis
Spotlight
Thu Jul 21 10:50 AM -- 10:55 AM (PDT) @ Room 310
Nonparametric Factor Trajectory Learning for Dynamic Tensor Decomposition
In Probabilistic Methods/MISC
Zheng Wang · Shandian Zhe
Spotlight
Thu Jul 21 10:55 AM -- 11:00 AM (PDT) @ Room 310
Nonparametric Embeddings of Sparse High-Order Interaction Events
In Probabilistic Methods/MISC
Zheng Wang · Yiming Xu · Conor Tillinghast · Shibo Li · Akil Narayan · Shandian Zhe
Spotlight
Thu Jul 21 11:00 AM -- 11:05 AM (PDT) @ Room 310
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning
In Probabilistic Methods/MISC
Javier Antorán · David Janz · James Allingham · Erik Daxberger · Riccardo Barbano · Eric Nalisnick · Jose Miguel Hernandez-Lobato
Spotlight
Thu Jul 21 11:05 AM -- 11:10 AM (PDT) @ Room 310
NOMU: Neural Optimization-based Model Uncertainty
In Probabilistic Methods/MISC
Jakob Heiss · Jakob Weissteiner · Hanna Wutte · Sven Seuken · Josef Teichmann
Oral
Thu Jul 21 11:10 AM -- 11:30 AM (PDT) @ Room 310 None
Bayesian Model Selection, the Marginal Likelihood, and Generalization
In Probabilistic Methods/MISC
Sanae Lotfi · Pavel Izmailov · Gregory Benton · Micah Goldblum · Andrew Wilson
Spotlight
Thu Jul 21 11:30 AM -- 11:35 AM (PDT) @ Room 310
Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning
In Probabilistic Methods/MISC
Jiechao Guan · Zhiwu Lu
Spotlight
Thu Jul 21 11:35 AM -- 11:40 AM (PDT) @ Room 310
Wide Neural Networks Forget Less Catastrophically
In Probabilistic Methods/MISC
Seyed Iman Mirzadeh · Arslan Chaudhry · Dong Yin · Huiyi Hu · Razvan Pascanu · Dilan Gorur · Mehrdad Farajtabar
Spotlight
Thu Jul 21 11:40 AM -- 11:45 AM (PDT) @ Room 310
A Unified View on PAC-Bayes Bounds for Meta-Learning
In Probabilistic Methods/MISC
Arezou Rezazadeh
Spotlight
Thu Jul 21 11:45 AM -- 11:50 AM (PDT) @ Room 310
MAML and ANIL Provably Learn Representations
In Probabilistic Methods/MISC
Liam Collins · Aryan Mokhtari · Sewoong Oh · Sanjay Shakkottai
Spotlight
Thu Jul 21 11:50 AM -- 11:55 AM (PDT) @ Room 310
C-MinHash: Improving Minwise Hashing with Circulant Permutation
In Probabilistic Methods/MISC
Xiaoyun Li · Ping Li
Spotlight
Thu Jul 21 11:55 AM -- 12:00 PM (PDT) @ Room 310
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization
In Probabilistic Methods/MISC
Samuel Hurault · Arthur Leclaire · Nicolas Papadakis