Concepedia

Kevin Jamieson

KJ

Statistics

Publications

35

Citations

4.1K

H-Index

22

Active since

2009

Affiliations

University of California, Berkeley(Current)

University of Wisconsin–Madison

University of Washington

Seattle University

Google (United States)

Kevin Jamieson is an author at University of California, Berkeley specializing in computer science, computing, and algorithms.

Publications per year

2009–2020

35

Publications

35

Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization

Lisha Li, Kevin Jamieson, Giulia DeSalvo et al. · arXiv (Cornell University) · 2016 · 1.1K citations · Full text

Computing, Computer Science, Algorithms +15

Hyperband: a novel bandit-based approach to hyperparameter optimization

Lisha Li, Kevin Jamieson, Giulia DeSalvo et al. · Journal of Machine Learning Research · 2017 · 1K citations

Computing, Computer Science, Algorithms +15

Non-stochastic Best Arm Identification and Hyperparameter Optimization

Kevin Jamieson, Ameet Talwalkar · arXiv (Cornell University) · 2015 · 239 citations · Full text

Computing, Computer Science, Algorithms +10

lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits

Kevin Jamieson, Matthew Malloy, Robert D. Nowak et al. · Conference on Learning Theory · 2014 · 182 citations

Business, Computer Science, Algorithms +13

A System for Massively Parallel Hyperparameter Tuning

Liam Li, Kevin Jamieson, Afshin Rostamizadeh et al. · Proceedings of Machine Learning and Systems · 2020 · 161 citations

Computing, Computer Science, High-performance Computing +17

1–5 of 35