Liam Li
Liam Li
Carnegie Mellon University
Verified email at - Homepage
TitleCited byYear
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
Random search and reproducibility for neural architecture search
L Li, A Talwalkar
arXiv preprint arXiv:1902.07638, 2019
Massively parallel hyperparameter tuning
L Li, K Jamieson, A Rostamizadeh, E Gonina, M Hardt, B Recht, ...
arXiv preprint arXiv:1810.05934, 2018
Exploiting Reuse in Pipeline-Aware Hyperparameter Tuning
L Li, E Sparks, K Jamieson, A Talwalkar
arXiv preprint arXiv:1903.05176, 2019
Hyperband: Bandit-Based Configuration Evaluation for Hyperparameter Optimization
AT Liam Li, Kevin Jamieson, Giulia DeSalvo, Afshin Rostamizadeh
ICLR, 2017
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Articles 1–5