Gustavo Malkomes

According to our database1, Gustavo Malkomes authored at least 15 papers between 2014 and 2022.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2022
Bridging Offline and Online Experimentation: Constraint Active Search for Deployed Performance Optimization.
Trans. Mach. Learn. Res., 2022

Group SELFIES: A Robust Fragment-Based Molecular String Representation.
CoRR, 2022

2021
Beyond the Pareto Efficient Frontier: Constraint Active Search for Multiobjective Experimental Design.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Accelerating Psychometric Screening Tests With Bayesian Active Differential Selection.
CoRR, 2020

2019
Automated cognitive modeling with Bayesian active model selection.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018
Efficient nonmyopic active search with applications in drug and materials discovery.
CoRR, 2018

Automating Bayesian optimization with Bayesian optimization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Efficient nonmyopic batch active search.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
A stochastic framework for K-SVD with applications on face recognition.
Pattern Anal. Appl., 2017

Efficient Nonmyopic Active Search.
Proceedings of the 34th International Conference on Machine Learning, 2017

Cooperative Set Function Optimization Without Communication or Coordination.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
Bayesian optimization for automated model selection.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Fast Distributed k-Center Clustering with Outliers on Massive Data.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Bayesian Active Model Selection with an Application to Automated Audiometry.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014
An Improvement of the K-SVD Algorithm with Applications on Face Recognition.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014


  Loading...