Aharon Ben-Tal

Publication Activity (10 Years)

Years Active: 1976-2022
Publications (10 Years): 14

Top Topics

Robust Optimization

Quadratic Optimization

Planning Under Uncertainty

Top Venues

INFORMS J. Comput.

Publications

Aharon Ben-Tal, Ernst Roos
An Algorithm for Maximizing a Convex Function Based on Its Minimum. INFORMS J. Comput. 34 (6) (2022)
Aras Selvi, Aharon Ben-Tal, Ruud Brekelmans, Dick den Hertog
Convex Maximization via Adjustable Robust Optimization. INFORMS J. Comput. 34 (4) (2022)
Ahmadreza Marandi, Aharon Ben-Tal, Dick den Hertog, Bertrand Melenberg
Extending the Scope of Robust Quadratic Optimization. INFORMS J. Comput. 34 (1) (2022)
Aharon Ben-Tal, Omar El Housni, Vineet Goyal
A tractable approach for designing piecewise affine policies in two-stage adjustable robust optimization. Math. Program. 182 (1) (2020)
Krzysztof Postek, Aharon Ben-Tal
Computing the Channel Capacity of a Communication System Affected by Uncertain Transition Probabilities. IEEE Trans. Inf. Theory 64 (10) (2018)
Aharon Ben-Tal
The Power of Duality. ICORES (2018)
Krzysztof Postek, Aharon Ben-Tal, Dick den Hertog, Bertrand Melenberg
Robust Optimization with Ambiguous Stochastic Constraints Under Mean and Dispersion Information. Oper. Res. 66 (3) (2018)
Krzysztof Postek, Aharon Ben-Tal
Computing the channel capacity of a communication system affected by uncertain transition probabilities. CoRR (2017)
Aharon Ben-Tal, Ruud Brekelmans, Dick den Hertog, Jean-Philippe Vial
Globalized Robust Optimization for Nonlinear Uncertain Inequalities. INFORMS J. Comput. 29 (2) (2017)
Frans J. C. T. de Ruiter, Aharon Ben-Tal, Ruud Brekelmans, Dick den Hertog
Robust optimization of uncertain multistage inventory systems with inexact data in decision rules. Comput. Manag. Sci. 14 (1) (2017)
Shimrit Shtern, Aharon Ben-Tal
Computational Methods for Solving Nonconvex Block-Separable Constrained Quadratic Problems. SIAM J. Optim. 26 (2) (2016)
Shimrit Shtern, Aharon Ben-Tal
A semi-definite programming approach for robust tracking. Math. Program. 156 (1-2) (2016)
Aharon Ben-Tal, Ioannis G. Kevrekidis
Coarse-Graining and Simplification of the Dynamics Seen in Bursting Neurons. SIAM J. Appl. Dyn. Syst. 15 (2) (2016)
Michal Melamed, Aharon Ben-Tal, Boaz Golany
On the average performance of the adjustable RO and its use as an offline tool for multi-period production planning under uncertainty. Comput. Manag. Sci. 13 (2) (2016)
Aharon Ben-Tal, Elad Hazan, Tomer Koren, Shie Mannor
Oracle-Based Robust Optimization via Online Learning. Oper. Res. 63 (3) (2015)
Aharon Ben-Tal, Dick den Hertog, Jean-Philippe Vial
Deriving robust counterparts of nonlinear uncertain inequalities. Math. Program. 149 (1-2) (2015)
Aharon Ben-Tal, Arkadi Nemirovski
On Solving Large-Scale Polynomial Convex Problems by Randomized First-Order Algorithms. Math. Oper. Res. 40 (2) (2015)
Bram L. Gorissen, Hans Blanc, Dick den Hertog, Aharon Ben-Tal
Technical Note - Deriving Robust and Globalized Robust Solutions of Uncertain Linear Programs with General Convex Uncertainty Sets. Oper. Res. 62 (3) (2014)
Aharon Ben-Tal, Dick den Hertog
Hidden conic quadratic representation of some nonconvex quadratic optimization problems. Math. Program. 143 (1-2) (2014)
Aharon Ben-Tal, Elad Hazan, Tomer Koren, Shie Mannor
Oracle-Based Robust Optimization via Online Learning. CoRR (2014)
Aharon Ben-Tal, Dick den Hertog, Anja De Waegenaere, Bertrand Melenberg, Gijs Rennen
Robust Solutions of Optimization Problems Affected by Uncertain Probabilities. Manag. Sci. 59 (2) (2013)
Aharon Ben-Tal, Arkadi Nemirovski
/nuclear norm balls by randomized first-order algorithms CoRR (2012)
Amir Beck, Aharon Ben-Tal, Luba Tetruashvili
A Sequential Ascending Parameter Method for Solving Constrained Minimization Problems. SIAM J. Optim. 22 (1) (2012)
Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, Arkadi Nemirovski
Efficient methods for robust classification under uncertainty in kernel matrices. J. Mach. Learn. Res. 13 (2012)
Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, J. Saketha Nath
Chance constrained uncertain classification via robust optimization. Math. Program. 127 (1) (2011)
Jonathan Aflalo, Aharon Ben-Tal, Chiranjib Bhattacharyya, Jagarlapudi Saketha Nath, Raman Sankaran
Variable Sparsity Kernel Learning. J. Mach. Learn. Res. 12 (2011)
Achintya Kundu, Vikram Tankasali, Chiranjib Bhattacharyya, Aharon Ben-Tal
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions. NIPS (2010)
Amir Beck, Aharon Ben-Tal, Nili Guttmann-Beck, Luba Tetruashvili
The CoMirror algorithm for solving nonsmooth constrained convex problems. Oper. Res. Lett. 38 (6) (2010)
Sahely Bhadra, Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Aharon Ben-Tal
Robust Formulations for Handling Uncertainty in Kernel Matrices. ICML (2010)
Aharon Ben-Tal, Dimitris Bertsimas, David B. Brown
A Soft Robust Model for Optimization Under Ambiguity. Oper. Res. 58 (4-Part-2) (2010)
Amir Beck, Aharon Ben-Tal, Luba Tetruashvili
A sequential parametric convex approximation method with applications to nonconvex truss topology design problems. J. Glob. Optim. 47 (1) (2010)
Amir Beck, Aharon Ben-Tal
Duality in robust optimization: Primal worst equals dual best. Oper. Res. Lett. 37 (1) (2009)
Jagarlapudi Saketha Nath, G. Dinesh, Raman Sankaran, Chiranjib Bhattacharyya, Aharon Ben-Tal, K. R. Ramakrishnan
On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation. NIPS (2009)
Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya
Interval Data Classification under Partial Information: A Chance-Constraint Approach. PAKDD (2009)
Aharon Ben-Tal, Boaz Golany, Shimrit Shtern
Robust multi-echelon multi-period inventory control. Eur. J. Oper. Res. 199 (3) (2009)
Aharon Ben-Tal, Arkadi Nemirovski
On Safe Tractable Approximations of Chance-Constrained Linear Matrix Inequalities. Math. Oper. Res. 34 (1) (2009)
Amir Beck, Aharon Ben-Tal, Christian Kanzow
A Fast Method for Finding the Global Solution of the Regularized Structured Total Least Squares Problem for Image Deblurring. SIAM J. Matrix Anal. Appl. 30 (1) (2008)
Aharon Ben-Tal, Arkadi Nemirovski
Selected topics in robust convex optimization. Math. Program. 112 (1) (2008)
Odellia Boni, Aharon Ben-Tal
Adjustable robust counterpart of conic quadratic problems. Math. Methods Oper. Res. 68 (2) (2008)
Amir Beck, Yonina C. Eldar, Aharon Ben-Tal
Mean-Squared Error Estimation for Linear Systems with Block Circulant Uncertainty. SIAM J. Matrix Anal. Appl. 29 (3) (2007)
Aharon Ben-Tal
Recent Advances in Robust Optimization. OR (2006)
Amir Beck, Aharon Ben-Tal
On the Solution of the Tikhonov Regularization of the Total Least Squares Problem. SIAM J. Optim. 17 (1) (2006)
Aharon Ben-Tal, Stephen P. Boyd, Arkadi Nemirovski
Extending Scope of Robust Optimization: Comprehensive Robust Counterparts of Uncertain Problems. Math. Program. 107 (1-2) (2006)
Amir Beck, Aharon Ben-Tal, Marc Teboulle
Finding a Global Optimal Solution for a Quadratically Constrained Fractional Quadratic Problem with Applications to the Regularized Total Least Squares. SIAM J. Matrix Anal. Appl. 28 (2) (2006)
Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski
Foreword: special issue on robust optimization. Math. Program. 107 (1-2) (2006)
Amir Beck, Aharon Ben-Tal, Yonina C. Eldar
Robust Mean-Squared Error Estimation of Multiple Signals in Linear Systems Affected by Model and Noise Uncertainties. Math. Program. 107 (1-2) (2006)
Aharon Ben-Tal, Boaz Golany, Arkadi Nemirovski, Jean-Philippe Vial
Retailer-Supplier Flexible Commitments Contracts: A Robust Optimization Approach. Manuf. Serv. Oper. Manag. 7 (3) (2005)
Amir Beck, Yonina C. Eldar, Aharon Ben-Tal
MSE estimation of multichannel signals with model uncertainties. ICASSP (4) (2005)
Amir Beck, Aharon Ben-Tal
A Global Solution for the Structured Total Least Squares Problem with Block Circulant Matrices. SIAM J. Matrix Anal. Appl. 27 (1) (2005)
Aharon Ben-Tal, Arkadi Nemirovski
Non-euclidean restricted memory level method for large-scale convex optimization. Math. Program. 102 (3) (2005)
Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski
Robust mean-squared error estimation in the presence of model uncertainties. IEEE Trans. Signal Process. 53 (1) (2005)
Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski
Minimax regret estimation in linear models. ICASSP (2) (2004)
Aharon Ben-Tal, A. P. Goryashko, E. Guslitzer, Arkadi Nemirovski
Adjustable robust solutions of uncertain linear programs. Math. Program. 99 (2) (2004)
Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski
Linear minimax regret estimation of deterministic parameters with bounded data uncertainties. IEEE Trans. Signal Process. 52 (8) (2004)
Florin Dan Barb, Aharon Ben-Tal, Arkadi Nemirovski
Robust Dissipativity of Interval Uncertain Linear Systems. SIAM J. Control. Optim. 41 (6) (2003)
Aharon Ben-Tal, Arkadi Nemirovski, Cornelis Roos
Extended Matrix Cube Theorems with Applications to µ-Theory in Control. Math. Oper. Res. 28 (3) (2003)
Aharon Ben-Tal, Arkadi Nemirovski, Cees Roos
Robust Solutions of Uncertain Quadratic and Conic-Quadratic Problems. SIAM J. Optim. 13 (2) (2002)
Aharon Ben-Tal, Arkadi Nemirovski
Robust optimization - methodology and applications. Math. Program. 92 (3) (2002)
Aharon Ben-Tal, Arkadi Nemirovski
On Tractable Approximations of Uncertain Linear Matrix Inequalities Affected by Interval Uncertainty. SIAM J. Optim. 12 (3) (2002)
Aharon Ben-Tal, Arkadi Nemirovski
On Polyhedral Approximations of the Second-Order Cone. Math. Oper. Res. 26 (2) (2001)
Aharon Ben-Tal, Arkadi Nemirovski
On Approximate Robust Counterparts of Uncertain Semidefinite and Conic Quadratic Programs. System Modelling and Optimization (2001)
Aharon Ben-Tal, Tamar Margalit, Arkadi Nemirovski
The Ordered Subsets Mirror Descent Optimization Method with Applications to Tomography. SIAM J. Optim. 12 (1) (2001)
E. Hadar, Aharon Ben-Tal
Optimal locally adjustable filtering of PET images by a genetic algorithm. ICIP (2) (2001)
Ron Lekkvkovitz, Dmitry Falikman, Michael Zibulevsky, Aharon Ben-Tal, Arkadi Nemirovski
The Design and Implementation of COSEM, an Iterative Algorithm for Fully 3D Listmode Data. IEEE Trans. Medical Imaging 20 (7) (2001)
Aharon Ben-Tal, Michal Kocvara, Arkadi Nemirovski, Jochem Zowe
Free Material Design via Semidefinite Programming: The Multiload Case with Contact Conditions. SIAM Rev. 42 (4) (2000)
Aharon Ben-Tal, Arkadi Nemirovski
Robust solutions of Linear Programming problems contaminated with uncertain data. Math. Program. 88 (3) (2000)
Aharon Ben-Tal, Arkadi Nemirovski
Robust solutions of uncertain linear programs. Oper. Res. Lett. 25 (1) (1999)
Aharon Ben-Tal, Michal Kocvara, Arkadi Nemirovski, Jochem Zowe
Free Material Design via Semidefinite Programming: The Multiload Case with Contact Conditions. SIAM J. Optim. 9 (4) (1999)
Aharon Ben-Tal, Arkadi Nemirovski
Robust Convex Optimization. Math. Oper. Res. 23 (4) (1998)
Adi Ben-Israel, Aharon Ben-Tal
Duality and equilibrium prices in economics of uncertainty. Math. Methods Oper. Res. 46 (1) (1997)
Aharon Ben-Tal, Arkadi Nemirovski
Robust Truss Topology Design via Semidefinite Programming. SIAM J. Optim. 7 (4) (1997)
Aharon Ben-Tal, Michael Zibulevsky
Penalty/Barrier Multiplier Methods for Convex Programming Problems. SIAM J. Optim. 7 (2) (1997)
Aharon Ben-Tal, Marc Teboulle
Hidden convexity in some nonconvex quadratically constrained quadratic programming. Math. Program. 72 (1996)
Aharon Ben-Tal, Marc Teboulle
A Conjugate Duality Scheme Generating a New Class of Differentiable Duals. SIAM J. Optim. 6 (3) (1996)
Aharon Ben-Tal, Jørgen Tind
Duality with multiple criteria and multiple resources. Oper. Res. Lett. 19 (5) (1996)
Aharon Ben-Tal, Arkadii Nemirovskii
Potential Reduction Polynomial Time Method for Truss Topology Design. SIAM J. Optim. 4 (3) (1994)
Aharon Ben-Tal, Gideon Eiger, Vladimir Gershovitz
Global minimization by reducing the duality gap. Math. Program. 63 (1994)
Aharon Ben-Tal, Martin P. Bendsøe
A New Method for Optimal Truss Topology Design. SIAM J. Optim. 3 (2) (1993)
Wolfgang Achtziger, Martin P. Bendsøe, Aharon Ben-Tal, Jochem Zowe
Equivalent displacement based formulations for maximum strength truss topology design. IMPACT Comput. Sci. Eng. 4 (4) (1992)
Aharon Ben-Tal, Marc Teboulle
Portfolio theory for the recourse certainty equivalent maximizing investor. Ann. Oper. Res. 31 (1) (1991)
Aharon Ben-Tal, Adi Ben-Israel
A recourse certainty equivalent for decisions under uncertainty. Ann. Oper. Res. 30 (1) (1991)
Aharon Ben-Tal, Marc Teboulle
Penalty Functions and Duality in Stochastic Programming Via ϕ-Divergence Functionals. Math. Oper. Res. 12 (2) (1987)
Aharon Ben-Tal, Marc Teboulle
Rate distortion theory with generalized information measures via convex programming duality. IEEE Trans. Inf. Theory 32 (5) (1986)
Aharon Ben-Tal
The Entropic Penalty Approach to Stochastic Programming. Math. Oper. Res. 10 (2) (1985)
Aharon Ben-Tal, Eithan Hochman
Approximation of expected returns and optimal decisions under uncertainty using mean and mean absolute deviation. Z. Oper. Research 29 (7) (1985)
Aharon Ben-Tal, Jochem Zowe
Necessary and sufficient optimality conditions for a class of nonsmooth minimization problems. Math. Program. 24 (1) (1982)
J. Barzilai, Aharon Ben-Tal
A Nonorthogonal Fourier Expansion for Conic Decomposition. Math. Oper. Res. 6 (3) (1981)
C. C. Huang, William T. Ziemba, Aharon Ben-Tal
Bounds on the Expectation of a Convex Function of a Random Variable: With Applications to Stochastic Programming. Oper. Res. 25 (2) (1977)
Aharon Ben-Tal, Eithan Hochman
Stochastic Programs with Incomplete Information. Oper. Res. 24 (2) (1976)
Adi Ben-Israel, Aharon Ben-Tal
On A characterization of optimality in convex programming. Math. Program. 11 (1) (1976)