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ORCIDGustavo Malkomes
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2020 – today
- 2022
[j2]Junpei Komiyama, Gustavo Malkomes, Bolong Cheng, Michael McCourt:
Bridging Offline and Online Experimentation: Constraint Active Search for Deployed Performance Optimization. Trans. Mach. Learn. Res. 2022 (2022)- [i3]Austin H. Cheng, Andy Cai, Santiago Miret, Gustavo Malkomes, Mariano Phielipp, Alán Aspuru-Guzik:
Group SELFIES: A Robust Fragment-Based Molecular String Representation. CoRR abs/2211.13322 (2022) - 2021
- [c11]Gustavo Malkomes, Bolong Cheng, Eric Hans Lee, Mike Mccourt:
Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design. ICML 2021: 7423-7434 - 2020
- [i2]Trevor J. Larsen, Gustavo Malkomes, Dennis L. Barbour:
Accelerating Psychometric Screening Tests With Bayesian Active Differential Selection. CoRR abs/2002.01547 (2020)
2010 – 2019
- 2019
- [c10]Vishal Lall, Jordan W. Suchow, Gustavo Malkomes, Tom Griffiths:
Automated cognitive modeling with Bayesian active model selection. CogSci 2019: 3503 - 2018
- [c9]Shali Jiang, Gustavo Malkomes, Matthew Abbott, Benjamin Moseley, Roman Garnett:
Efficient nonmyopic batch active search. NeurIPS 2018: 1107-1117 - [c8]Gustavo Malkomes, Roman Garnett:
Automating Bayesian optimization with Bayesian optimization. NeurIPS 2018: 5988-5997 - [i1]Shali Jiang, Gustavo Malkomes, Benjamin Moseley, Roman Garnett:
Efficient nonmyopic active search with applications in drug and materials discovery. CoRR abs/1811.08871 (2018) - 2017
- [j1]Gustavo Malkomes, Carlos Eduardo Fisch de Brito, João Paulo Pordeus Gomes:
A stochastic framework for K-SVD with applications on face recognition. Pattern Anal. Appl. 20(3): 845-854 (2017) - [c7]Gustavo Malkomes, Kefu Lu, Blakeley Hoffman, Roman Garnett, Benjamin Moseley, Richard P. Mann:
Cooperative Set Function Optimization Without Communication or Coordination. AAMAS 2017: 1109-1118 - [c6]Shali Jiang, Gustavo Malkomes, Geoff Converse, Alyssa Shofner, Benjamin Moseley, Roman Garnett:
Efficient Nonmyopic Active Search. ICML 2017: 1714-1723 - 2016
- [c5]Gustavo Malkomes, Chip Schaff, Roman Garnett:
Bayesian optimization for automated model selection. AutoML@ICML 2016: 41-47 - [c4]Gustavo Malkomes, Chip Schaff, Roman Garnett:
Bayesian optimization for automated model selection. NIPS 2016: 2892-2900 - 2015
- [c3]Gustavo Malkomes, Matt J. Kusner, Wenlin Chen, Kilian Q. Weinberger, Benjamin Moseley:
Fast Distributed k-Center Clustering with Outliers on Massive Data. NIPS 2015: 1063-1071 - [c2]Jacob R. Gardner, Gustavo Malkomes, Roman Garnett, Kilian Q. Weinberger, Dennis L. Barbour, John P. Cunningham:
Bayesian Active Model Selection with an Application to Automated Audiometry. NIPS 2015: 2386-2394 - 2014
- [c1]Gustavo Malkomes, João Paulo Pordeus Gomes, Carlos Fisch Brito:
An Improvement of the K-SVD Algorithm with Applications on Face Recognition. BRACIS 2014: 241-246
Coauthor Index
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