Concepedia

Ricardo Baptista

RB

Statistics

Publications

5

Citations

183

H-Index

5

Active since

2017

Affiliations

Massachusetts Institute of Technology(Current)

Ricardo Baptista is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData MiningDiscrete MathematicsBayesian OptimizationComputational ScienceArtificial IntelligenceComputational Complexity

Publications per year

2017–2022

5

Publications

5

Coupling Techniques for Nonlinear Ensemble Filtering

Alessio Spantini, Ricardo Baptista, Youssef Marzouk · SIAM Review · 2022 · 60 citations

State Estimation, Nonlinear Filtering, Machine Learning +15

Bayesian Optimization of Combinatorial Structures

Ricardo Baptista, Matthias Poloczek · arXiv (Cornell University) · 2018 · 54 citations · Full text

Mathematical Programming, Artificial Intelligence, Large-scale Global Optimization +18

Some greedy algorithms for sparse polynomial chaos expansions

Ricardo Baptista, Valentin Stolbunov, Prasanth B. Nair · Journal of Computational Physics · 2019 · 34 citations

Chaos Theory, Greedy Algorithms, High-dimensional Chaos +2

Bayesian Optimization of Combinatorial Structures

Ricardo Baptista, Matthias Poloczek · arXiv (Cornell University) · 2018 · 24 citations · Full text

Mathematical Programming, Artificial Intelligence, Large-scale Global Optimization +18

Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting

Rebecca Morrison, Ricardo Baptista, Youssef Marzouk · arXiv (Cornell University) · 2017 · 11 citations · Full text

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