firstbacksecondback
107 Results
|
Poster
|
Mon 2:30 |
D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory Tianbo Li · Min Lin · Zheyuan Hu · Kunhao Zheng · Giovanni Vignale · Kenji Kawaguchi · A. Castro Neto · Kostya Novoselov · shuicheng YAN |
|
|
Poster
|
Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms Fan Chen · Yu Bai · Song Mei |
||
|
Poster
|
Wed 7:30 |
Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles Biswadeep Chakraborty · Saibal Mukhopadhyay |
|
|
Oral
|
Mon 1:30 |
D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory Tianbo Li · Min Lin · Zheyuan Hu · Kunhao Zheng · Giovanni Vignale · Kenji Kawaguchi · A. Castro Neto · Kostya Novoselov · shuicheng YAN |
|
|
Poster
|
Neural Networks Efficiently Learn Low-Dimensional Representations with SGD Alireza Mousavi-Hosseini · Sejun Park · Manuela Girotti · Ioannis Mitliagkas · Murat A Erdogdu |
||
|
Poster
|
Risk-Aware Reinforcement Learning with Coherent Risk Measures and Non-linear Function Approximation Thanh Steve Lam · Arun Verma · Bryan Kian Hsiang Low · Patrick Jaillet |
||
|
Poster
|
Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks shuai ZHANG · Meng Wang · Pin-Yu Chen · Sijia Liu · Songtao Lu · Miao Liu |
||
|
Poster
|
MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection Jiaxun Cui · Xiaomeng Yang · Mulong Luo · Geunbae Lee · Peter Stone · Hsien-Hsin Lee · Benjamin Lee · G. Edward Suh · Wenjie Xiong · Yuandong Tian |
||
|
Poster
|
Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation Arnob Ghosh · Xingyu Zhou · Ness Shroff |
||
|
Poster
|
Tue 7:30 |
A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games Samuel Sokota · Ryan D'Orazio · Zico Kolter · Nicolas Loizou · Marc Lanctot · Ioannis Mitliagkas · Noam Brown · Christian Kroer |
|
|
Poster
|
Wed 2:30 |
Equivariant Descriptor Fields: SE(3)-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning Hyunwoo Ryu · Hong-in Lee · Jeong-Hoon Lee · Jongeun Choi |