Papers
Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards
Bo Xue, Yimu Wang, Yuanyu Wan et al.
Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination
Osama Hanna, Lin Yang, Christina Fragouli
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks
Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller et al.
Efficient Beam Tree Recursion
Jishnu Ray Chowdhury, Cornelia Caragea
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks
Eeshaan Jain, Tushar Nandy, Gaurav Aggarwal et al.
Efficient Diffusion Policies For Offline Reinforcement Learning
Bingyi Kang, Xiao Ma, Chao Du et al.
Efficient Equivariant Transfer Learning from Pretrained Models
Sourya Basu, Pulkit Katdare, Prasanna Sattigeri et al.
Efficient Exploration in Continuous-time Model-based Reinforcement Learning
Lenart Treven, Jonas Hübotter, Bhavya Sukhija et al.
Efficient Hyper-parameter Optimization with Cubic Regularization
Zhenqian Shen, Hansi Yang, Yong Li et al.
Efficient Learning of Linear Graph Neural Networks via Node Subsampling
Seiyun Shin, Ilan Shomorony, Han Zhao
Efficient Low-rank Backpropagation for Vision Transformer Adaptation
Yuedong Yang, Hung-Yueh Chiang, Guihong Li et al.
Efficiently incorporating quintuple interactions into geometric deep learning force fields
Zun Wang, Guoqing Liu, Yichi Zhou et al.
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization
Jinbiao Chen, Jiahai Wang, Zizhen Zhang et al.
Efficient Model-Free Exploration in Low-Rank MDPs
Zak Mhammedi, Adam Block, Dylan J Foster et al.
Efficient Neural Music Generation
Max W. Y. Lam, Qiao Tian, Tang Li et al.
Efficient Online Clustering with Moving Costs
Dimitrios Christou, Stratis Skoulakis, Volkan Cevher
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents
wonje choi, Woo Kyung Kim, SeungHyun Kim et al.
Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric
Yiming Wang, Ming Yang, Renzhi Dong et al.
Efficient RL with Impaired Observability: Learning to Act with Delayed and Missing State Observations
Minshuo Chen, Yu Bai, H. Vincent Poor et al.
Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs
Lin Yang, Junlong Lyu, Wenlong Lyu et al.
Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models
Anant Raj, Umut Simsekli, Alessandro Rudi
Efficient Subgame Refinement for Extensive-form Games
Zhenxing Ge, Zheng Xu, Tianyu Ding et al.
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression
Jiaming Guo, Rui Zhang, Shaohui Peng et al.
Efficient Testable Learning of Halfspaces with Adversarial Label Noise
Ilias Diakonikolas, Daniel Kane, Vasilis Kontonis et al.
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction
Zeshuai Deng, Zhuokun Chen, Shuaicheng Niu et al.