Kimberly Villalobos Carballo

According to our database, Kimberly Villalobos Carballo authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Prescribe-then-Select: Adaptive Policy Selection for Contextual Stochastic Optimization.

Caio de Prospero Iglesias, Kimberly Villalobos Carballo, Dimitris Bertsimas

Trans. Mach. Learn. Res., 2026

Patient Outcome Predictions Improve Operations at Hartford HealthCare.

Liangyuan Na, Kimberly Villalobos Carballo, Jean Pauphilet, Ali Haddad-Sisakht, Daniel Kombert, Melissa Boisjoli-Langlois, Andrew Castiglione, Maram Khalifa, Pooja Hebbal, Barry Stein, Dimitris Bertsimas

INFORMS J. Appl. Anal., 2026

2025

Early Warning Index for Patient Deteriorations in Hospitals.

Dimitris Bertsimas, Yu Ma, Kimberly Villalobos Carballo, Gagan Singh, Michal Laskowski, Jeff Mather, Daniel Kombert, Howard Haronian

CoRR, December, 2025

2024

Holistic deep learning.

Dimitris Bertsimas, Kimberly Villalobos Carballo, Léonard Boussioux, Michael Lingzhi Li, Alex Paskov, Ivan S. Paskov

Mach. Learn., January, 2024

2023

Patient Outcome Predictions Improve Operations at a Large Hospital Network.

Liangyuan Na, Kimberly Villalobos Carballo, Jean Pauphilet, Ali Haddad-Sisakht, Daniel Kombert, Melissa Boisjoli-Langlois, Andrew Castiglione, Maram Khalifa, Pooja Hebbal, Barry Stein, Dimitris Bertsimas

CoRR, 2023

Multistage Stochastic Optimization via Kernels.

Dimitris Bertsimas, Kimberly Villalobos Carballo

CoRR, 2023

2022

Integrated multimodal artificial intelligence framework for healthcare applications.

Luis R. Soenksen, Yu Ma, Cynthia Zeng, Léonard Boussioux, Kimberly Villalobos Carballo, Liangyuan Na, Holly M. Wiberg, Michael Lingzhi Li, Ignacio Fuentes, Dimitris Bertsimas

npj Digit. Medicine, 2022

TabText: a Systematic Approach to Aggregate Knowledge Across Tabular Data Structures.

Dimitris Bertsimas, Kimberly Villalobos Carballo, Yu Ma, Liangyuan Na, Léonard Boussioux, Cynthia Zeng, Luis R. Soenksen, Ignacio Fuentes

CoRR, 2022

2021

A Robust Optimization Approach to Deep Learning.

Dimitris Bertsimas, Xavier Boix, Kimberly Villalobos Carballo, Dick den Hertog

CoRR, 2021