Kimberly Villalobos Carballo

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Multistage Stochastic

Patient Records

Weakly Supervised

Top Venues

npj Digit. Medicine

Publications

Dimitris Bertsimas, Kimberly Villalobos Carballo, Léonard Boussioux, Michael Lingzhi Li, Alex Paskov, Ivan S. Paskov
Holistic deep learning. Mach. Learn. 113 (1) (2024)
Dimitris Bertsimas, Kimberly Villalobos Carballo
Multistage Stochastic Optimization via Kernels. CoRR (2023)
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
Patient Outcome Predictions Improve Operations at a Large Hospital Network. CoRR (2023)
Dimitris Bertsimas, Kimberly Villalobos Carballo, Yu Ma, Liangyuan Na, Léonard Boussioux, Cynthia Zeng, Luis R. Soenksen, Ignacio Fuentes
TabText: a Systematic Approach to Aggregate Knowledge Across Tabular Data Structures. CoRR (2022)
Luis R. Soenksen, Yu Ma, Cynthia Zeng, Léonard D. J. Boussioux, Kimberly Villalobos Carballo, Liangyuan Na, Holly M. Wiberg, Michael Lingzhi Li, Ignacio Fuentes, Dimitris Bertsimas
Integrated multimodal artificial intelligence framework for healthcare applications. CoRR (2022)
Luis R. Soenksen, Yu Ma, Cynthia Zeng, Léonard Boussioux, Kimberly Villalobos Carballo, Liangyuan Na, Holly M. Wiberg, Michael Lingzhi Li, Ignacio Fuentes, Dimitris Bertsimas
Integrated multimodal artificial intelligence framework for healthcare applications. npj Digit. Medicine 5 (2022)
Dimitris Bertsimas, Xavier Boix, Kimberly Villalobos Carballo, Dick den Hertog
A Robust Optimization Approach to Deep Learning. CoRR (2021)
Dimitris Bertsimas, Léonard Boussioux, Kimberly Villalobos Carballo, Michael Lingzhi Li, Alex Paskov, Ivan S. Paskov
Holistic Deep Learning. CoRR (2021)