Kevin Jamieson
Kevin Jamieson
Assistant Professor, University of Washington
Verified email at cs.washington.edu
Title
Cited by
Cited by
Year
Hyperband: A novel bandit-based approach to hyperparameter optimization
L Li, K Jamieson, G DeSalvo, A Rostamizadeh, A Talwalkar
The Journal of Machine Learning Research 18 (1), 6765-6816, 2017
554*2017
lil’ucb: An optimal exploration algorithm for multi-armed bandits
K Jamieson, M Malloy, R Nowak, S Bubeck
Conference on Learning Theory, 423-439, 2014
2022014
Active ranking using pairwise comparisons
KG Jamieson, R Nowak
Advances in Neural Information Processing Systems, 2240-2248, 2011
1672011
Non-stochastic best arm identification and hyperparameter optimization
K Jamieson, A Talwalkar
Artificial Intelligence and Statistics, 240-248, 2016
1252016
Query complexity of derivative-free optimization
KG Jamieson, B Recht, R Nowak
Advances in Neural Information Processing Systems, 2672-2680, 2012
902012
Best-arm identification algorithms for multi-armed bandits in the fixed confidence setting
K Jamieson, R Nowak
2014 48th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2014
702014
Low-dimensional embedding using adaptively selected ordinal data
KG Jamieson, RD Nowak
2011 49th Annual Allerton Conference on Communication, Control, and …, 2011
552011
Comparing human-centric and robot-centric sampling for robot deep learning from demonstrations
M Laskey, C Chuck, J Lee, J Mahler, S Krishnan, K Jamieson, A Dragan, ...
2017 IEEE International Conference on Robotics and Automation (ICRA), 358-365, 2017
382017
Next: A system for real-world development, evaluation, and application of active learning
KG Jamieson, L Jain, C Fernandez, NJ Glattard, R Nowak
Advances in neural information processing systems, 2656-2664, 2015
382015
Finite sample prediction and recovery bounds for ordinal embedding
L Jain, KG Jamieson, R Nowak
Advances in neural information processing systems, 2711-2719, 2016
372016
Sparse Dueling Bandits.
KG Jamieson, S Katariya, A Deshpande, RD Nowak
AISTATS, 2015
372015
Massively parallel hyperparameter tuning
L Li, K Jamieson, A Rostamizadeh, E Gonina, M Hardt, B Recht, ...
arXiv preprint arXiv:1810.05934, 2018
312018
A framework for Multi-A (rmed)/B (andit) Testing with Online FDR Control
F Yang, A Ramdas, KG Jamieson, MJ Wainwright
Advances in Neural Information Processing Systems, 5957-5966, 2017
272017
Top Arm Identification in Multi-Armed Bandits with Batch Arm Pulls.
KS Jun, KG Jamieson, RD Nowak, X Zhu
AISTATS, 139-148, 2016
262016
The simulator: Understanding adaptive sampling in the moderate-confidence regime
M Simchowitz, K Jamieson, B Recht
arXiv preprint arXiv:1702.05186, 2017
252017
On finding the largest mean among many
K Jamieson, M Malloy, R Nowak, S Bubeck
arXiv preprint arXiv:1306.3917, 2013
192013
A bandit approach to multiple testing with false discovery control
K Jamieson, L Jain
arXiv preprint arXiv:1809.02235, 2018
132018
The power of adaptivity in identifying statistical alternatives
KG Jamieson, D Haas, B Recht
Advances in Neural Information Processing Systems, 775-783, 2016
132016
Non-asymptotic gap-dependent regret bounds for tabular mdps
M Simchowitz, KG Jamieson
Advances in Neural Information Processing Systems, 1151-1160, 2019
112019
Sequential Bayesian estimation of the probability of detection for tracking
KG Jamieson, MR Gupta, DW Krout
2009 12th International Conference on Information Fusion, 641-648, 2009
112009
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