Kevin Jamieson

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Reinforcement Learning

Top Venues

Publications

Jifan Zhang, Lalit Jain, Yang Guo, Jiayi Chen, Kuan Lok Zhou, Siddharth Suresh, Andrew Wagenmaker, Scott Sievert, Timothy T. Rogers, Kevin Jamieson, Robert Mankoff, Robert Nowak
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning. CoRR (2024)
Yiping Wang, Yifang Chen, Wendan Yan, Alex Fang, Wenjing Zhou, Kevin Jamieson, Simon Shaolei Du
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning. CoRR (2024)
Andrew Wagenmaker, Guanya Shi, Kevin Jamieson
Optimal Exploration for Model-Based RL in Nonlinear Systems. CoRR (2023)
Shuai Li, Azarakhsh Keipour, Kevin Jamieson, Nicolas Hudson, Charles Swan, Kostas E. Bekris
Large-Scale Package Manipulation via Learned Metrics of Pick Success. CoRR (2023)
Romain Camilleri, Andrew Wagenmaker, Jamie Morgenstern, Lalit Jain, Kevin Jamieson
Fair Active Learning in Low-Data Regimes. CoRR (2023)
Shuai Li, Azarakhsh Keipour, Kevin Jamieson, Nicolas Hudson, Sicong Zhao, Charles Swan, Kostas E. Bekris
Pick Planning Strategies for Large-Scale Package Manipulation. CoRR (2023)
Yiping Wang, Yifang Chen, Kevin Jamieson, Simon Shaolei Du
Improved Active Multi-Task Representation Learning via Lasso. ICML (2023)
Artin Tajdini, Lalit Jain, Kevin Jamieson
Minimax Optimal Submodular Optimization with Bandit Feedback. CoRR (2023)
Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed A. Aslam
Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy. RecSys (2022)
Andrew Wagenmaker, Kevin Jamieson
Instance-Dependent Near-Optimal Policy Identification in Linear MDPs via Online Experiment Design. CoRR (2022)
Andrew J. Wagenmaker, Max Simchowitz, Kevin Jamieson
Beyond No Regret: Instance-Dependent PAC Reinforcement Learning. COLT (2022)
Scott Sievert, Daniel Ross, Lalit Jain, Kevin Jamieson, Robert Nowak, Robert Mankoff
NEXT: A system to easily connect crowdsourcing and adaptive data collection. SciPy (2017)