Aharon Ben-Tal

Aharon Ben-Tal, Dick den Hertog, Anja De Waegenaere, Bertrand Melenberg, Gijs Rennen: Robust Solutions of Optimization Problems Affected by Uncertain Probabilities. Management Science 59(2): 341-357 (2013)

Amir Beck, Aharon Ben-Tal, Luba Tetruashvili: A Sequential Ascending Parameter Method for Solving Constrained Minimization Problems. SIAM Journal on Optimization 22(1): 244-260 (2012)

Aharon Ben-Tal, Arkadi Nemirovski: Solving large scale polynomial convex problems on $\ell_1$/nuclear norm balls by randomized first-order algorithms. CoRR abs/1210.6853 (2012)

Jonathan Aflalo, Aharon Ben-Tal, Chiranjib Bhattacharyya, Jagarlapudi Saketha Nath, Sankaran Raman: Variable Sparsity Kernel Learning. Journal of Machine Learning Research 12: 565-592 (2011)

Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, J. Saketha Nath: Chance constrained uncertain classification via robust optimization. Math. Program. 127(1): 145-173 (2011)

Aharon Ben-Tal, Dimitris Bertsimas, David B. Brown: A Soft Robust Model for Optimization Under Ambiguity. Operations Research 58(4-Part-2): 1220-1234 (2010)

Amir Beck, Aharon Ben-Tal, Luba Tetruashvili: A sequential parametric convex approximation method with applications to nonconvex truss topology design problems. J. Global Optimization 47(1): 29-51 (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): 493-498 (2010)

Sahely Bhadra, Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Aharon Ben-Tal: Robust Formulations for Handling Uncertainty in Kernel Matrices. ICML 2010: 71-78

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: 1198-1206

Aharon Ben-Tal, Boaz Golany, Shimrit Shtern: Robust multi-echelon multi-period inventory control. European Journal of Operational Research 199(3): 922-935 (2009)

Aharon Ben-Tal, Arkadi Nemirovski: On Safe Tractable Approximations of Chance-Constrained Linear Matrix Inequalities. Math. Oper. Res. 34(1): 1-25 (2009)

Amir Beck, Aharon Ben-Tal: Duality in robust optimization: Primal worst equals dual best. Oper. Res. Lett. 37(1): 1-6 (2009)

Jagarlapudi Saketha Nath, G. Dinesh, Sankaran Raman, Chiranjib Bhattacharyya, Aharon Ben-Tal, K. R. Ramakrishnan: On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation. NIPS 2009: 844-852

Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya: Interval Data Classification under Partial Information: A Chance-Constraint Approach. PAKDD 2009: 208-219

Aharon Ben-Tal, Arkadi Nemirovski, Jochem Zowe: Semidefinite Programming and Structural Optimization. Encyclopedia of Optimization 2009: 3390-3396

Odellia Boni, Aharon Ben-Tal: Adjustable robust counterpart of conic quadratic problems. Math. Meth. of OR 68(2): 211-233 (2008)

Aharon Ben-Tal, Arkadi Nemirovski: Selected topics in robust convex optimization. Math. Program. 112(1): 125-158 (2008)

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 Analysis Applications 30(1): 419-443 (2008)

Amir Beck, Yonina C. Eldar, Aharon Ben-Tal: Mean-Squared Error Estimation for Linear Systems with Block Circulant Uncertainty. SIAM J. Matrix Analysis Applications 29(3): 712-730 (2007)

Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski: Foreword: special issue on robust optimization. Math. Program. 107(1-2): 1-3 (2006)

Aharon Ben-Tal, Stephen Boyd, Arkadi Nemirovski: Extending Scope of Robust Optimization: Comprehensive Robust Counterparts of Uncertain Problems. Math. Program. 107(1-2): 63-89 (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): 155-187 (2006)

Amir Beck, Aharon Ben-Tal: On the Solution of the Tikhonov Regularization of the Total Least Squares Problem. SIAM Journal on Optimization 17(1): 98-118 (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 Analysis Applications 28(2): 425-445 (2006)

Aharon Ben-Tal: Recent Advances in Robust Optimization. OR 2006: 69

Aharon Ben-Tal, Arkadi Nemirovski: Non-euclidean restricted memory level method for large-scale convex optimization. Math. Program. 102(3): 407-456 (2005)

Amir Beck, Aharon Ben-Tal: A Global Solution for the Structured Total Least Squares Problem with Block Circulant Matrices. SIAM J. Matrix Analysis Applications 27(1): 238-255 (2005)

Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski: Robust mean-squared error estimation in the presence of model uncertainties. IEEE Transactions on Signal Processing 53(1): 168-181 (2005)

Aharon Ben-Tal, A. Goryashko, E. Guslitzer, Arkadi Nemirovski: Adjustable robust solutions of uncertain linear programs. Math. Program. 99(2): 351-376 (2004)

Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski: Linear minimax regret estimation of deterministic parameters with bounded data uncertainties. IEEE Transactions on Signal Processing 52(8): 2177-2188 (2004)

Aharon Ben-Tal, Arkadi Nemirovski, Cornelis Roos: Extended Matrix Cube Theorems with Applications to µ-Theory in Control. Math. Oper. Res. 28(3): 497-523 (2003)

Florin Dan Barb, Aharon Ben-Tal, Arkadi Nemirovski: Robust Dissipativity of Interval Uncertain Linear Systems. SIAM J. Control and Optimization 41(6): 1661-1695 (2003)

Aharon Ben-Tal, Arkadi Nemirovski: Robust optimization - methodology and applications. Math. Program. 92(3): 453-480 (2002)

Aharon Ben-Tal, Arkadi Nemirovski: On Tractable Approximations of Uncertain Linear Matrix Inequalities Affected by Interval Uncertainty. SIAM Journal on Optimization 12(3): 811-833 (2002)

Aharon Ben-Tal, Arkadi Nemirovski, Cees Roos: Robust Solutions of Uncertain Quadratic and Conic-Quadratic Problems. SIAM Journal on Optimization 13(2): 535-560 (2002)

Aharon Ben-Tal, Arkadi Nemirovski: On Polyhedral Approximations of the Second-Order Cone. Math. Oper. Res. 26(2): 193-205 (2001)

Aharon Ben-Tal, Tamar Margalit, Arkadi Nemirovski: The Ordered Subsets Mirror Descent Optimization Method with Applications to Tomography. SIAM Journal on Optimization 12(1): 79-108 (2001)

Aharon Ben-Tal, Arkadi Nemirovski: On Approximate Robust Counterparts of Uncertain Semidefinite and Conic Quadratic Programs. System Modelling and Optimization 2001: 1-22

Aharon Ben-Tal, Arkadi Nemirovski: Robust solutions of uncertain linear programs. Oper. Res. Lett. 25(1): 1-13 (1999)

Adi Ben-Israel, Aharon Ben-Tal: Duality and equilibrium prices in economics of uncertainty. Math. Meth. of OR 46(1): 51-85 (1997)

Aharon Ben-Tal, Marc Teboulle: Hidden convexity in some nonconvex quadratically constrained quadratic programming. Math. Program. 72: 51-63 (1996)

Aharon Ben-Tal, Gideon Eiger, Vladimir Gershovitz: Global minimization by reducing the duality gap. Math. Program. 63: 193-212 (1994)

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): 315-345 (1992)

Aharon Ben-Tal, Marc Teboulle: Rate distortion theory with generalized information measures via convex programming duality. IEEE Transactions on Information Theory 32(5): 630-641 (1986)