Papers
The All-or-Nothing Phenomenon in Sparse Tensor PCA
Jonathan Niles-Weed, Ilias Zadik
Online Meta-Critic Learning for Off-Policy Actor-Critic Methods
Wei Zhou, Yiying Li, Yongxin Yang et al.
Learning to Mutate with Hypergradient Guided Population
Zhiqiang Tao, Yaliang Li, Bolin Ding et al.
Pruning Filter in Filter
Fanxu Meng, Hao Cheng, Ke Li et al.
A Finite-Time Analysis of Two Time-Scale Actor-Critic Methods
Yue Frank Wu, Weitong ZHANG, Pan Xu et al.
Learning Invariances in Neural Networks from Training Data
Gregory Benton, Marc Finzi, Pavel Izmailov et al.
Penalized Langevin dynamics with vanishing penalty for smooth and log-concave targets
Avetik Karagulyan, Arnak Dalalyan
A mathematical theory of cooperative communication
Pei Wang, Junqi Wang, Pushpi Paranamana et al.
Continuous Meta-Learning without Tasks
James Harrison, Apoorva Sharma, Chelsea Finn et al.
CO-Optimal Transport
Vayer Titouan, Ievgen Redko, Rémi Flamary et al.
Neural Manifold Ordinary Differential Equations
Aaron Lou, Derek Lim, Isay Katsman et al.
Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models
Leonardo Cotta, Carlos H. C. Teixeira, Ananthram Swami et al.
SGD with shuffling: optimal rates without component convexity and large epoch requirements
Kwangjun Ahn, Chulhee Yun, Suvrit Sra
Applications of Common Entropy for Causal Inference
Murat Kocaoglu, Sanjay Shakkottai, Alexandros G Dimakis et al.
Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms.
Sriram Sankaranarayanan, Yi Chou, Eric Goubault et al.
Dense Correspondences between Human Bodies via Learning Transformation Synchronization on Graphs
Xiangru Huang, Haitao Yang, Etienne Vouga et al.
ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool
Gellert Weisz, András György, Wei-I Lin et al.
Mitigating Forgetting in Online Continual Learning via Instance-Aware Parameterization
Hung-Jen Chen, An-Chieh Cheng, Da-Cheng Juan et al.
Cooperative Heterogeneous Deep Reinforcement Learning
Han Zheng, Pengfei Wei, Jing Jiang et al.
Real World Games Look Like Spinning Tops
Wojciech M. Czarnecki, Gauthier Gidel, Brendan Tracey et al.
Discovering Symbolic Models from Deep Learning with Inductive Biases
Miles Cranmer, Alvaro Sanchez Gonzalez, Peter Battaglia et al.
Towards Neural Programming Interfaces
Zachary Brown, Nathaniel Robinson, David Wingate et al.
Disentangling by Subspace Diffusion
David Pfau, Irina Higgins, Alex Botev et al.
The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification
Yihao Lv, Youzhi Gu, Liu Xinggao