Gustavo Malkomes

Group SELFIES: a robust fragment-based molecular string representation

Austin H. Cheng, Andy Cai, Santiago Miret et al. · Digital Discovery · 2023 · 64 citations · Full text

Natural Sciences, Bioinformatics, Computational Biology +8

Fast distributed k -center clustering with outliers on massive data

Gustavo Malkomes, Matt J. Kusner, Wenlin Chen et al. · PolyPublie (École Polytechnique de Montréal) · 2015 · 57 citations

Computing, Computer Science, Algorithms +11

Bayesian optimization for automated model selection

Gustavo Malkomes, Charles Schaff, Roman Garnett · Neural Information Processing Systems · 2016 · 55 citations

Computing, Computer Science, Data Science +17

Bayesian active model selection with an application to automated audiometry

Jacob R. Gardner, Gustavo Malkomes, Roman Garnett et al. · 2015 · 30 citations

Health Professions, Audiology, Health Informatics +17

Efficient Nonmyopic Active Search

Shali Jiang, Gustavo Malkomes, Geoff Converse et al. · International Conference on Machine Learning · 2017 · 25 citations

Computing, Computer Science, Algorithms +8