Gustavo Malkomes
Title
Cited by
Cited by
Year
Bayesian optimization for automated model selection
G Malkomes, C Schaff, R Garnett
Workshop on Automatic Machine Learning, 41-47, 2016
622016
Fast distributed k-center clustering with outliers on massive data
G Malkomes, MJ Kusner, W Chen, KQ Weinberger, B Moseley
Advances in Neural Information Processing Systems 28, 1063-1071, 2015
532015
Bayesian active model selection with an application to automated audiometry
JR Gardner, G Malkomes, R Garnett, KQ Weinberger, D Barbour, ...
Proceedings of the 28th International Conference on Neural Information …, 2015
292015
Efficient nonmyopic active search
S Jiang, G Malkomes, G Converse, A Shofner, B Moseley, R Garnett
International Conference on Machine Learning, 1714-1723, 2017
192017
Automating Bayesian optimization with Bayesian optimization
G Malkomes, R Garnett
Advances in Neural Information Processing Systems 31, 5984-5994, 2018
142018
Efficient nonmyopic batch active search
S Jiang, G Malkomes, M Abbott, B Moseley, R Garnett
Proceedings of the 32nd International Conference on Neural Information …, 2018
92018
Cooperative set function optimization without communication or coordination
G Malkomes, K Lu, B Hoffman, R Garnett, B Moseley, R Mann
AAMAS'17 Proceedings of the 16th Conference on Autonomous Agents and …, 2017
72017
Accelerating psychometric screening tests with prior information
T Larsen, G Malkomes, D Barbour
Explainable AI in Healthcare and Medicine, 305-311, 2021
32021
Accelerating psychometric screening tests with Bayesian active differential selection
TJ Larsen, G Malkomes, DL Barbour
arXiv preprint arXiv:2002.01547, 2020
32020
An improvement of the K-SVD algorithm with applications on face recognition
G Malkomes, JP Pordeus, CF Brito
2014 Brazilian Conference on Intelligent Systems, 241-246, 2014
32014
A stochastic framework for K-SVD with applications on face recognition
G Malkomes, CEF de Brito, JPP Gomes
Pattern Analysis and Applications 20 (3), 845-854, 2017
22017
Towards automated Bayesian optimization
G Malkomes, R Garnett
ICML AutoML Workshop, 2017
22017
Efficient nonmyopic active search with applications in drug and materials discovery
S Jiang, G Malkomes, B Moseley, R Garnett
arXiv preprint arXiv:1811.08871, 2018
12018
Active structure discovery for Gaussian processes
G Malkomes, R Garnett
ICML Workshop on AutoML, 2015
12015
Automating Active Learning for Gaussian Processes
G Malkomes
Engineering and Applied Science Theses & Dissertations 479, 2019
2019
Automated cognitive modeling with Bayesian active model selection.
V Lall, JW Suchow, G Malkomes, T Griffiths
CogSci, 3503, 2019
2019
Bayesian optimization for automated model selection (short version)
G Malkomes, C Schaff
Journal of machine learning research 64, 2016
2016
Automated model search using Bayesian optimization and genetic programming
L Schlessinger, G Malkomes, R Garnett
Automating Bayesian optimization with Bayesian optimization: supplementary material
G Malkomes, R Garnett
Supplementary Material for Efficient Nonmyopic Active Search
S Jiang, G Malkomes, G Converse, A Shofner, B Moseley, R Garnett
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Articles 1–20