Roberto I. Oliveira

Publication Activity (10 Years)

Years Active: 2023-2023
Publications (10 Years): 3

Top Topics

Stochastic Model

Optimality Conditions

Sample Average Approximation

Top Venues

Publications

Daniel Csillag, Lucas Monteiro Paes, Thiago Ramos, João Vitor Romano, Rodrigo Schuller, Roberto de Beauclair Seixas, Roberto I. Oliveira, Paulo Orenstein
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification. AAAI (2023)
Roberto I. Oliveira, Philip Thompson
Sample average approximation with heavier tails I: non-asymptotic bounds with weak assumptions and stochastic constraints. Math. Program. 199 (1) (2023)
Roberto I. Oliveira, Philip Thompson
Sample average approximation with heavier tails II: localization in stochastic convex optimization and persistence results for the Lasso. Math. Program. 199 (1) (2023)