Esteban G. Tabak

17 papers A* 1Misc 2Journal 14
YearRankTypeTitle / Venue / Authors
2023 J jnl
An implicit gradient-descent procedure for minimax problems.
Math. Methods Oper. Res.
Montacer Essid, Esteban G. Tabak, Giulio Trigila
2022 J jnl
Distributional barycenter problem through data-driven flows.
Pattern Recognit.
Esteban G. Tabak, Giulio Trigila, Wenjun Zhao
2021 J jnl
Data driven conditional optimal transport.
Mach. Learn.
Esteban G. Tabak, Giulio Trigila, Wenjun Zhao
2021 J jnl
Enabling personalized decision support with patient-generated data and attributable components.
J. Biomed. Informatics
Elliot G. Mitchell, Esteban G. Tabak, Matthew E. Levine, Lena Mamykina, David J. Albers
2021 A* conf
From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations.
CHI
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
2020 J jnl
Adversarial Optimal Transport Through The Convolution Of Kernels With Evolving Measures.
CoRR
Daeyoung Kim, Esteban G. Tabak
2020 J jnl
Conditional density estimation and simulation through optimal transport.
Mach. Learn.
Esteban G. Tabak, Giulio Trigila, Wenjun Zhao
2019 Misc conf
Feasibility of a machine learning based method to generate personalized nutrition goals for diabetes self-management.
AMIA
Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Matthew E. Levine, Yishen Miao, Esteban G. Tabak, Arlene M. Smaldone, David J. Albers, Lena Mamykina
2019 Misc conf
Machine learning for personalized decision support with patient-generated health data.
AMIA
Elliot G. Mitchell, Lena Mamykina, Matthew E. Levine, Esteban G. Tabak, David J. Albers
2019 J jnl
Time-Series Analysis via Low-Rank Matrix Factorization Applied to Infant-Sleep Data.
CoRR
Sheng Liu, Mark Cheng, Hayley Brooks, Wayne E. Mackey, David J. Heeger, Esteban G. Tabak, Carlos Fernandez-Granda
2017 J jnl
Preconditioning of Optimal Transport.
SIAM J. Sci. Comput.
Max Kuang, Esteban G. Tabak
2014 J jnl
Principal components: A descent algorithm.
J. Comput. Phys.
Rebeca Salas-Boni, Esteban G. Tabak
2010 J jnl
Clustering and Classification through Normalizing Flows in Feature Space.
Multiscale Model. Simul.
Juan P. Agnelli, M. Cadeiras, Esteban G. Tabak, Cristina Vilma Turner, Eric Vanden-Eijnden
2007 J jnl
An Optimization Approach to Modeling Sea Ice Dynamics, Part 2: Finite Ice Strength Effects.
SIAM J. Appl. Math.
Helga S. Huntley, Esteban G. Tabak
2007 J jnl
An Optimization Approach to Modeling Sea Ice Dynamics. Part 1: Lagrangian Framework.
SIAM J. Appl. Math.
Helga S. Huntley, Esteban G. Tabak, Edward H. Suh
1999 J jnl
A PseudoSpectral Procedure for the Solution of Nonlinear Wave Equations with Examples from Free-Surface Flows.
SIAM J. Sci. Comput.
Paul A. Milewski, Esteban G. Tabak
1989 J jnl
A linear programming approach to water-resources optimization.
ZOR Methods Model. Oper. Res.
Pablo M. Jacovkis, Mario H. Gradowczyk, Ana Maria Freisztav, Esteban G. Tabak