research
∙
06/06/2023
Li, Li, and Dai's Contribution to the Discussion of "Estimating Means of Bounded Random Variables by Betting" by Waudby-Smith and Aaditya Ramdas
We congratulate Waudby-Smith and Ramdas for their interesting paper <cit...
share
research
∙
01/24/2023
Double Matching Under Complementary Preferences
In this paper, we propose a new algorithm for addressing the problem of ...
research
∙
12/23/2022
Graph Federated Learning with Hidden Representation Sharing
Learning on Graphs (LoG) is widely used in multi-client systems when eac...
research
∙
05/18/2022
Debiasing Neural Retrieval via In-batch Balancing Regularization
People frequently interact with information retrieval (IR) systems, howe...
research
∙
05/07/2022
Rate-Optimal Contextual Online Matching Bandit
Two-sided online matching platforms have been employed in various market...
research
∙
02/23/2022
Residual Bootstrap Exploration for Stochastic Linear Bandit
We propose a new bootstrap-based online algorithm for stochastic linear ...
research
∙
08/08/2021
Online Bootstrap Inference For Policy Evaluation in Reinforcement Learning
The recent emergence of reinforcement learning has created a demand for ...
research
∙
12/03/2020
Online Forgetting Process for Linear Regression Models
Motivated by the EU's "Right To Be Forgotten" regulation, we initiate a ...
research
∙
06/19/2020
A Non-Iterative Quantile Change Detection Method in Mixture Model with Heavy-Tailed Components
Estimating parameters of mixture model has wide applications ranging fro...
research
∙
11/11/2019