Learning-augmented Algorithms: Theory and Applications (LATA)

Poster

Short Poster Talks (5 minutes each)

Poster Authors

at  10:00 ! Livein  Main Workshop in Room 9Bfor  45min

Information Design with Predictions

Keegan Harris (CMU), Steven Wu (CMU), Nina Balcan (CMU)

 

Online bipartite matching with imperfect advice

Davin Choo (National University of Singapore), Themistoklis Gouleakis (National University of Singapore), Chun Kai Ling (Columbia University), Arnab Bhattacharyya (National University of Singapore)

 

Decentralized Scheduling with QoS Constraints: Achieving $O(1)$ QoS Regret of Multi-Player Bandits

Qingsong Liu (Tsinghua University), Zhixuan Fang (Tsinghua University)

 

Chasing Convex Functions with Long-term Constraints: Optimal Consistency-Robustness Tradeoffs

Adam Lechowicz (UMass Amherst), Nicolas Christianson (Caltech), Bo Sun (University of Waterloo), Noman Bashir (MIT), Mohammad Hajiesmaili (UMass Amherst), Adam Wierman (Caltech), Prashant Shenoy (UMass Amherst)

 

Contract Scheduling with Distributional and Multiple Advice

Spyros Angelopoulos (CNRS and Sorbonne University), Marcin Bienkowski (University of Wroclaw), Christoph Durr (CNRS and LIP6 - Sorbonne University), Bertrand Simon (CNRS / IN2P3 Computing Center)

 

Anytime-Competitive Reinforcement Learning with Policy Prior

Jianyi Yang (UC Riverside), Pengfei Li (UC Riverside), Tongxin Li (CUHK Shenzhen), Adam Wierman (Caltech), Shaolei Ren (UC Riverside)

 

Fast and Reliable $N - k$ Contingency Screening with Input-Convex Neural Networks

Nicolas Christianson (Caltech), Wenqi Cui (University of Washington), Steven Low (Caltech), Weiwei Yang (Microsoft Research), Baosen Zhang (University of Washington)

 

Online Conversion under Unknown Horizon: Beating $1 + \ln \theta$ with a Single Trusted Query

Ying Cao (HKUST), Hasti NourMohammadi (University of Alberta), Bo Sun (University of Waterloo), Xiaoqi Tan (University of Alberta), Danny H.K. Tsang (HKUST)

 Overview  Program