Papers
On Contrastive Representations of Stochastic Processes
Emile Mathieu, Adam Foster, Yee W. Teh
One Explanation is Not Enough: Structured Attention Graphs for Image Classification
Vivswan Shitole, Fuxin Li, Minsuk Kahng et al.
On Effective Scheduling of Model-based Reinforcement Learning
Hang Lai, Jian Shen, Weinan Zhang et al.
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective
Jiun Tian Hoe, Kam Woh Ng, Tianyu Zhang et al.
One More Step Towards Reality: Cooperative Bandits with Imperfect Communication
Udari Madhushani, Abhimanyu Dubey, Naomi Leonard et al.
On Empirical Risk Minimization with Dependent and Heavy-Tailed Data
Abhishek Roy, Krishnakumar Balasubramanian, Murat A Erdogdu
On Episodes, Prototypical Networks, and Few-Shot Learning
Steinar Laenen, Luca Bertinetto
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval
Akari Asai, Xinyan Yu, Jungo Kasai et al.
On Inductive Biases for Heterogeneous Treatment Effect Estimation
Alicia Curth, Mihaela van der Schaar
On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness
Eric Mintun, Alexander Kirillov, Saining Xie
On Joint Learning for Solving Placement and Routing in Chip Design
Ruoyu Cheng, Junchi Yan
On Large-Cohort Training for Federated Learning
Zachary Charles, Zachary Garrett, Zhouyuan Huo et al.
On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources
Trung Phung, Trung Le, Tung-Long Vuong et al.
On learning sparse vectors from mixture of responses
Nikita Polyanskii
Online Active Learning with Surrogate Loss Functions
Giulia DeSalvo, Claudio Gentile, Tobias Sommer Thune
Online Adaptation to Label Distribution Shift
Ruihan Wu, Chuan Guo, Yi Su et al.
Online and Offline Reinforcement Learning by Planning with a Learned Model
Julian Schrittwieser, Thomas Hubert, Amol Mandhane et al.
On Linear Stability of SGD and Input-Smoothness of Neural Networks
Chao Ma, Lexing Ying
Online Control of Unknown Time-Varying Dynamical Systems
Edgar Minasyan, Paula Gradu, Max Simchowitz et al.
Online Convex Optimization with Continuous Switching Constraint
Guanghui Wang, Yuanyu Wan, Tianbao Yang et al.
Online Facility Location with Multiple Advice
Matteo Almanza, Flavio Chierichetti, Silvio Lattanzi et al.
Online false discovery rate control for anomaly detection in time series
Quentin Rebjock, Baris Kurt, Tim Januschowski et al.
Online Knapsack with Frequency Predictions
Sungjin Im, Ravi Kumar, Mahshid Montazer Qaem et al.
Online Learning and Control of Complex Dynamical Systems from Sensory Input
Oumayma Bounou, Jean Ponce, Justin Carpentier
Online learning in MDPs with linear function approximation and bandit feedback.
Gergely Neu, Julia Olkhovskaya