Esteban G. Tabak

According to our database, Esteban G. Tabak authored at least 17 papers between 1989 and 2023.

Collaborative distances:

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

2023

An implicit gradient-descent procedure for minimax problems.

Montacer Essid, Esteban G. Tabak, Giulio Trigila

Math. Methods Oper. Res., February, 2023

2022

Distributional barycenter problem through data-driven flows.

Esteban G. Tabak, Giulio Trigila, Wenjun Zhao

Pattern Recognit., 2022

2021

Data driven conditional optimal transport.

Esteban G. Tabak, Giulio Trigila, Wenjun Zhao

Mach. Learn., 2021

Enabling personalized decision support with patient-generated data and attributable components.

Elliot G. Mitchell, Esteban G. Tabak, Matthew E. Levine, Lena Mamykina, David J. Albers

J. Biomed. Informatics, 2021

From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations.

Elliot G. Mitchell, Elizabeth M. Heitkemper, Marissa Burgermaster, Matthew E. Levine, Yishen Miao, Maria L. Hwang, Pooja M. Desai, Andrea Cassells, Jonathan N. Tobin, Esteban G. Tabak, David J. Albers, Arlene M. Smaldone, Lena Mamykina

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Conditional density estimation and simulation through optimal transport.

Esteban G. Tabak, Giulio Trigila, Wenjun Zhao

Mach. Learn., 2020

Adversarial Optimal Transport Through The Convolution Of Kernels With Evolving Measures.

Daeyoung Kim, Esteban G. Tabak

CoRR, 2020

2019

Time-Series Analysis via Low-Rank Matrix Factorization Applied to Infant-Sleep Data.

Sheng Liu, Mark Cheng, Hayley Brooks, Wayne E. Mackey, David J. Heeger, Esteban G. Tabak, Carlos Fernandez-Granda

CoRR, 2019

Machine learning for personalized decision support with patient-generated health data.

Elliot G. Mitchell, Lena Mamykina, Matthew E. Levine, Esteban G. Tabak, David J. Albers

Proceedings of the AMIA 2019, 2019

Feasibility of a machine learning based method to generate personalized nutrition goals for diabetes self-management.

Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Matthew E. Levine, Yishen Miao, Esteban G. Tabak, Arlene M. Smaldone, David J. Albers, Lena Mamykina

Proceedings of the AMIA 2019, 2019

2017

Preconditioning of Optimal Transport.

Max Kuang, Esteban G. Tabak

SIAM J. Sci. Comput., 2017

2014

Principal components: A descent algorithm.

Rebeca Salas-Boni, Esteban G. Tabak

J. Comput. Phys., 2014

2010

Clustering and Classification through Normalizing Flows in Feature Space.

Juan P. Agnelli, M. Cadeiras, Esteban G. Tabak, Cristina Vilma Turner, Eric Vanden-Eijnden

Multiscale Model. Simul., 2010

2007

An Optimization Approach to Modeling Sea Ice Dynamics. Part 1: Lagrangian Framework.

Helga S. Huntley, Esteban G. Tabak, Edward H. Suh

SIAM J. Appl. Math., 2007

An Optimization Approach to Modeling Sea Ice Dynamics, Part 2: Finite Ice Strength Effects.

Helga S. Huntley, Esteban G. Tabak

SIAM J. Appl. Math., 2007

1999

A PseudoSpectral Procedure for the Solution of Nonlinear Wave Equations with Examples from Free-Surface Flows.

Paul A. Milewski, Esteban G. Tabak

SIAM J. Sci. Comput., 1999

1989

A linear programming approach to water-resources optimization.

Pablo M. Jacovkis, Mario H. Gradowczyk, Ana Maria Freisztav, Esteban G. Tabak

ZOR Methods Model. Oper. Res., 1989