Esteban G. Tabak

Courant Institute of Mathematical Sciences, New York University

List of Publications

• P. M. Jacovkis, H. Gradowczyk, A. M. Freisztav, E. G. Tabak
  A linear programming approach to water resources optimization
  ZOR - Methods and Models of Oper. Res. 33, 341-362, 1989.
• M. A. Gradowczyk, P. A. Jacovkis, A. M. Freisztav, J. M. Roussel, E. G. Tabak
  Water resources optimization-simulation in Argentina
  Eur. J. Oper. Res. 49, 247-253, 1990.
• E. G. Tabak, R. R. Rosales
  Focusing of weak shock waves and the von Neumann paradox of oblique shock reflection
  Phys. Fluids 6, (5), 1874-1892, 1994.
• P. Constantin, A. J. Majda, E. G. Tabak
  Singular front formation in a model for quasi-geostrophic flow
  Phys. Fluids A 6, (1), 1994.
• P. Constantin, A. J. Majda, E. G. Tabak
  Formation of strong fronts in the 2-D Quasigeostrophic Thermal Active Scalar
  Nonlinearity 7, 1495-1533, 1994.
• E. G. Tabak,
  A second order Godunov method on arbitrary grids
  J. Comp. Phys. 124, 383-395, 1996.
• A. Majda, E. G. Tabak
  A two-dimensional model for quasi-geostrophic flow. Comparison to the two-dimensional Euler flow
  Physica D 98, 515-522, 1996.
• P. M. Jacovkis, E. G. Tabak
  A kinematic wave model for rivers with flood plains and other irregular geometries
  Mathl. Comput. Modelling 24, 1-21, 1996.
• A. J. Majda, D. W. McLaughlin, E. G. Tabak
  A one dimensional model for dispersive wave turbulence
  Nonlinear Science 6, 9-44,1997.
• A. Nachbin, E. G. Tabak
  Equacoes diferenciais em modelagem matematica computacional
  IMPA, 1997.
• C. V. Turner, E. G. Tabak, R. R. Rosales, A. J. Majda
  Nonlinear interaction between long waves in the equatorial waveguide
  matem. contempor. 15, 283--297, 1998.
• R. R. Rosales, E. G. Tabak
  Caustics of weak shock waves
  Phys. Fluids 10, 206-222, 1998.
• I. Gamba, R. R. Rosales, E. G. Tabak,
  Constraints on possible singularities for the small disturbance transonic equations
  Comm. Pure and Applied Math. 52, 763-779, 1999.
• P. A. Milewski, E. G. Tabak,
  A pseudo-spectral algorithm for the solution of nonlinear wave equations
  SIAM J. Sci. Comp. 21, 1102--1114, 1999.
• A. J. Majda, R. R. Rosales, E. G. Tabak, C. V. Turner
  Interaction of long scale equatorial waves and dispersion of Kelvin waves through topographic resonances
  J. Atmos. Sci., 56 4118--4133, 1999.
• P. A. Milewski, E. G. Tabak,
  A reduced model for nonlinear dispersive waves in a rotating environment
  Geophys. Astrophys. Fluid Dynamics, 90 139--159, 1999.
• D. Cai, A. J. Majda, D. W. McLaughlin, E. G. Tabak,
  Spectral Bifurcations in Dispersive Wave Turbulence
  Proceedings of the National Academy of Sciences, 96 14216--14221, 1999.
• F. Menzaque, R. R. Rosales, E. G. Tabak and C. V. Turner,
  The forced inviscid Burgers equation as a model for nonlinear interactions among dispersive waves
  Contemp. Math., 283 51--82, 2001.
• Y. V. Lvov and E. G. Tabak,
  Hamiltonian formalism and the Garrett--Munk spectrum of internal waves in the ocean
  Phys. Rev. Letters, 87 168501, 2001.
• R. R. Rosales, E. G. Tabak and C. V. Turner,
  Resonant triads involving a nondispersive wave
  Stud. Appl. Math. 108 105--122, 2002.
• P. A. Milewski, E. G. Tabak and E. Vanden Eijnden,
  Resonant wave interaction with random forcing and dissipation
  Stud. Appl. Math., 108 123--144, 2002.
• D. M. Holland, R. R. Rosales, D. Stefanica and E. G. Tabak,
  Internal hydraulic jumps and mixing in two-layer flows
  J. Fluid Mech., 470 63--83, 2002.
• E. G. Tabak and F. A. Tal,
  Turbulent mixing of stratified flows
  Cubo, 06, 2004.
• E. G. Tabak and F. A. Tal,
  Mixing in simple models for turbulent diffusion
  CPAM, 57 , 1--27, 2004.
• Y. V. Lvov, K. Polzin and E. G. Tabak,
  Energy spectra of the ocean's internal wave field: theories and observations
  Phys. Rev. Lett., 92 , 2004.
• Y. V. Lvov and E. G. Tabak,
  A Hamiltonian Formulation for Long Internal Waves
  Physica D , 195 , 106--122, 2004.
• T. Jacobson and E. G. Tabak,
  Standing Shocks in a Rotating Channel
  Physics of Fluids , 16 , 3765--3778, 2004.
• P. A. Milewski, E. G. Tabak, C. V. Turner, R. R. Rosales, F. Menzaque,
  Nonlinear Stability of Two-Layer Flows
  Communications in Math. Sciences, 2 , 427--442, 2004.
• T. Jacobson, P. A. Milewski, E. G. Tabak,
  Mixing closures for conservation laws in stratified flows
  Stud. Appl. Math. , 2007.
• R. E. Lee Deville, R. J. Pignol, P. A. Milewski, E. G. Tabak, E. Vanden-Eijnden,
  Nonequilibrium Statistics of a Reduced Model for Energy Transfer in Waves
  CPAM , 60 , 439-461, 2007.
• H. S. Huntley, E. G. Tabak, E. H. Suh,
  An optimization approach to modeling sea ice dynamics. Part 1: Lagrangian framework
  SIAM J. Appl. Math, 67 , 543--560, 2007.
• H. S. Huntley, E. G. Tabak,
  An optimization approach to modeling sea ice dynamics. Part 2: Finite ice strength effects
  SIAM J. Appl. Math, 67 , 561--581, 2007.
• C. Grotta Ragazzo, E. G. Tabak,
  On the force and torque on systems of rigid bodies: A remark on an integral formula due to Howe
  Physics of Fluids, 19 , 057108, 2007.
• C. F. M. Raupp, P. L. Silva Dias, E. G. Tabak, P. A. Milewski,
  Resonant wave interactions in the equatorial wave-guide
  J. Atmos. Sci., 65 , 3398-2418, 2008.
• Cadeiras et al,
  Gene Expression profile of patients with antibody-mediated rejection after cardiac tranplantation
  J. Heart and Lung Transplantation, 27 , 932-934, 2008.
• L. G. Chumakova, F. Menzaque, P. A. Milewski, R. R. Rosales, E. G. Tabak, C. V. Turner,
  Shear stability for stratified hydrostatic flows
  CPAM, LXII , 183-197, 2009.
• L. G. Chumakova, F. Menzaque, P. A. Milewski, R. R. Rosales, E. G. Tabak, C. V. Turner,
  Stability properties and nonlinear mappings of two and three-layer stratified flows
  Studies in Applied Math., 122 , 123-137, 2009.
• L. G. Chumakova, E. G. Tabak,
  Simple waves do not avoid eigenvalue crossings
  CPAM, LXIII , 119-132, 2009.
• Tabak, E. G. and Vanden-Eijnden, E.,
  Density estimation by dual ascent of the log-likelihood
  Comm. Math. Sci., 8 , 217-233, 2010.
• J. P. Agnelli, M. Cadeiras, E. G. Tabak, C. V. Turner and E. Vanden-Eijnden,
  Clustering and classification through normalizing flows in feature space
  SIAM MMS, 8 , 1784-1802, 2010.
• Y. V. Lvov, K. Polzin, E G. Tabak and N. Yokoyama,
  Oceanic Internal-Wave Field: Theory of Scale-Invariant Spectra
  J. Phys. Ocean., 40 , 2605-2623, 2010.
• F. Parisi, S. Riccardo, M. Daniel, M. Saqcena, N. Kundu, A. Pession, D. Grifoni, H. Stocker, E. G. Tabak and P. Bellosta,
  Drosophila insulin and target of rapamycin (TOR) pathways regulate GSK3 beta activity to control Myc stability and determine Myc expression in vivo
  BMC Biology, 9-65, 2011.
• P. A. Milewski, E. G. Tabak,
  The diurnal cycle and the meridional extent of the tropics
  Physica D, 240 , 233-240, 2011.
• M. D. De la Iglesia and E. G. Tabak,
  Principal Dynamical Components
  CPAM, 66 , 48-82, 2013.
• E. G. Tabak and C. V. Turner,
  A family of non-parametric density estimation algorithms
  CPAM, LXVI , 145-164, 2013.
• R. Salas-Boni and E. G. Tabak,
  Feature Extraction through Rotations
  Submitted to Journal of Machine Learning Research, 2013.
• L. G. Chumakova, R. R. Rosales and E. G. Tabak,
  Leaky rigid lid: new dissipative modes in the troposphere
  J. Atmos. Sci. , 70, 3119-3127, 2013.
• R. Salas-Boni and E. G. Tabak,
  Principal components: a descent algorithm
  J. Comp. Phys. 267C , 162-175, 2014.
• P. M. Laurence, R. J. Pignol and E. G. Tabak,
  Constrained Density Estimation
  Proceedings of the 2011 Wolfgang Pauli Institute conference on energy and commodity trading, Springer Verlag, 259-284, 2014.
• E. G. Tabak and G. Trigila,
  Data-Driven Optimal Transport
  CPAM, 2015.
• D. J. Albers, Noemie Elhadad, E. Tabak, A. Perotte, George Hripcsak,
  Dynamical Phenotyping: Using Temporal Analysis of Clinically Collected Physiologic Data to Stratify Populations
  PLOS one, 2014.
• Chen Wei, Oliver Buhler and Esteban G. Tabak,
  Evolution of Tsunami-Induced Internal Acoustic-Gravity Waves
  J. Atmos. Sci., 2015.
• Paul A. Milewski and Esteban G. Tabak,
  Conservation Law Modeling of Entrainment in Layered Hydrostatic Flows
  J. Fluid. Mech., 2015.
• Weikun Chen and Esteban G. Tabak,
  An adaptive linear programming methodology for data driven optimal transport
  Manuscript, 2015.
• Esteban G. Tabak and Giulio Trigila
  Explanation of variability and removal of confounding factors from data through optimal transport
  CPAM, 2018.
• Max Kuang and Esteban G. Tabak
  Preconditioning of optimal transport
  SIAM J. Scientific Computing, 39, A1793--A1810, 2017.
• Chenyue Wu and Esteban G. Tabak
  Prototypal Analysis and Prototypal Regression
  arXive, 2017.
• Oliver Buhler, Max Kuang and Esteban G. Tabak
  Anisotropic Helmholtz and wave-vortex decomposition of one-dimensional spectra
  Journal of Fluid Mechanics, 361--387, 2017.

Max Kuang and Esteban G. Tabak
Sample-based Optimal Transport and Barycenter Problems
CPAM, 2019.

Esteban G. Tabak and Giulio Trigila
Conditional Expectation Estimation through Attributable Components
Information and Inference, 2018.

• Michele Pavon, Esteban G. Tabak and Giulio Trigila
  The Data-Driven Schroedinger Bridge
  CPAM, 2020.
• Montacer Essid, Debra Laefer and Esteban G. Tabak
  Adaptive optimal transport
  Information and Inference, 2019.
• Horacio G. Rotstein and Esteban G. Tabak
  Analysis of spike-driven processes through attributable components
  Communications in Mathematical Sciences, 2019.
• Esteban G. Tabak, Giulio Trigila and Wenjun Zhao
  Conditional density estimation and simulation through optimal transport
  Machine Learning, 2019.
• Hongkang Yang and Esteban G. Tabak
  Clustering, factor discovery and optimal transport
  Information and Inference, 2020.
• Hongkang Yang and Esteban G. Tabak
  Conditional Density Estimation, Latent Variable Discovery and Optimal Transport
  CPAM, 2020.
• Monty Essid, Esteban G. Tabak and Giulio Trigila
  An implicit gradient-descent procedure for minimax problems
  Mathematical methods of Operations Research, 2022.
• Esteban G. Tabak, Giulio Trigila and Wenjun Zhao
  Data-driven conditional optimal transport
  Machine Learning, 2020.
• Sheng Liu, Mark Cheng, Hayley Brooks, Wayne Mackey, David J. Heeger, Esteban G. Tabak and Carlos Fernandez-Granda
  Time-Series Analysis via Low-Rank Matrix Factorization Applied to Infant-Sleep Data
  NeuraIPS machine learning for healthcare, 2019.
• Daeyoung Kim and Esteban G. Tabak
  Adversarial Optimal Transport Through The Convolution Of Kernels With Evolving Measures,
  2020.
• Elliot G. Mitchell, Esteban G. Tabak, Matthew E. Levine, Lena Mamykina, David J. Albers
  Enabling Personalized Decision Support with Patient-Generated Data and Attributable Components
  Journal of Biomedical Informatics, 2020.
• Esteban G. Tabak, Giulio Trigila and Wenjun Zhao
  Distributional barycenter problem through data-driven flows
  Pattern Recognition, 2022.
• Esteban G. Tabak, Giulio Trigila and Wenjun Zhao
  The conditional barycenter problem, its data-driven formulation and its solution through normalizing flows
  Submitted to Communications in mathematical sciences, 2022.
• Paul A. Milewski and Esteban G. Tabak
  Dynamical Clustering and its Limiting Differential Equations
  Submitted to CPAM, 2023.
• Wenjun Zhao and Esteban G. Tabak
  Adaptive Kernel Conditional Density Estimation
  Submitted to Information and Inference, 2023.
• Erick Romero, Esteban Tabak, Gregory Fishbein, Silvio Litovsky, Jose Tallaj, David Liem, Maral Bakir, Yeraz Khachatoorian, Brian Piening, Brendan Keating, Mario Deng, Martin Cadeiras
  Unsupervised mRNA-seq classification of heart transplant endomyocardial biopsies
  Clinical Transplantation, 2023.