65 citations · 82 across the 8 of their papers we have counts for
5 papers · 1 filter
Disentangling Multi-view Representations Beyond Inductive Bias
Guanzhou Ke, Yang Yu, Guoqing Chao +3
Multi-view (or -modality) representation learning aims to understand the relationships between different view representations. Existing methods disentangle multi-view representatio…
Auction Design for Value Maximizers with Budget and Return-on-spend Constraints
Pinyan Lu, Chenyang Xu, Ruilong Zhang
The paper designs revenue-maximizing auction mechanisms for agents who aim to maximize their total obtained values rather than the classical quasi-linear utilities. Several models…
Scheduling with a Limited Testing Budget
Christoph Damerius, Peter Kling, Minming Li +2
Scheduling with testing falls under the umbrella of the research on optimization with explorable uncertainty. In this model, each job has an upper limit on its processing time that…
Online Dynamic Acknowledgement with Learned Predictions
Sungjin Im, Benjamin Moseley, Chenyang Xu +1
We revisit the online dynamic acknowledgment problem. In the problem, a sequence of requests arrive over time to be acknowledged, and all outstanding requests can be satisfied simu…
Polylogarithmic Approximation for Robust s-t Path
Shi Li, Chenyang Xu, Ruilong Zhang
The paper revisits the robust - path problem, one of the most fundamental problems in robust optimization. In the problem, we are given a directed graph with vertices and…