Kevin G. Jamieson
Orcid: 0000-0003-2054-2985Affiliations:
- University of Washington, School of Computer Science, Seattle, WA, USA
- University of California, Berkeley, Electrical Engineering and Computer Sciences Department, CA, USA
- University of Wisconsin-Madison, Department of Electrical and Computer Engineering, WI, USA
According to our database1,
Kevin G. Jamieson
authored at least 85 papers
between 2009 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on github.com
-
on wid.wisc.edu
On csauthors.net:
Bibliography
2025
Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely Armed Bandit Strategy.
Trans. Recomm. Syst., March, 2025
2024
Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL.
CoRR, 2024
CoRR, 2024
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning.
CoRR, 2024
Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning.
CoRR, 2024
CoRR, 2024
Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning.
CoRR, 2024
A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Near-Optimal Pure Exploration in Matrix Games: A Generalization of Stochastic Bandits & Dueling Bandits.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Query-Efficient Algorithms to Find the Unique Nash Equilibrium in a Two-Player Zero-Sum Matrix Game.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
Sample-efficient identification of high-dimensional antibiotic synergy with a normalized diagonal sampling design.
PLoS Comput. Biol., 2022
Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
Instance-Dependent Near-Optimal Policy Identification in Linear MDPs via Online Experiment Design.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Reward-Free RL is No Harder Than Reward-Aware RL in Linear Markov Decision Processes.
Proceedings of the International Conference on Machine Learning, 2022
First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Practical, Provably-Correct Interactive Learning in the Realizable Setting: The Power of True Believers.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Leveraging Post Hoc Context for Faster Learning in Bandit Settings with Applications in Robot-Assisted Feeding.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Third Conference on Machine Learning and Systems, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Conference on Learning Theory, 2020
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
J. Mach. Learn. Res., 2017
Proceedings of the 16th Python in Science Conference 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Comparing human-centric and robot-centric sampling for robot deep learning from demonstrations.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 30th Conference on Learning Theory, 2017
2016
On the Detection of Mixture Distributions with applications to the Most Biased Coin Problem.
CoRR, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Proceedings of The 27th Conference on Learning Theory, 2014
Best-arm identification algorithms for multi-armed bandits in the fixed confidence setting.
Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014
2013
2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
Training a support vector machine to classify signals in a real environment given clean training data.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Proceedings of the 12th International Conference on Information Fusion, 2009