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Aharon Ben-Tal
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2020 – today
- 2022
- [j77]Ahmadreza Marandi
, Aharon Ben-Tal, Dick den Hertog, Bertrand Melenberg
Extending the Scope of Robust Quadratic Optimization. INFORMS J. Comput. 34(1): 211-226 (2022) - [j76]Aras Selvi
Convex Maximization via Adjustable Robust Optimization. INFORMS J. Comput. 34(4): 2091-2105 (2022) - [j75]Aharon Ben-Tal, Ernst Roos:
An Algorithm for Maximizing a Convex Function Based on Its Minimum. INFORMS J. Comput. 34(6): 3200-3214 (2022) - 2020
- [j74]Aharon Ben-Tal, Omar El Housni
A tractable approach for designing piecewise affine policies in two-stage adjustable robust optimization. Math. Program. 182(1): 57-102 (2020)
2010 – 2019
- 2018
- [j73]Krzysztof Postek
Robust Optimization with Ambiguous Stochastic Constraints Under Mean and Dispersion Information. Oper. Res. 66(3): 814-833 (2018) - [j72]Krzysztof Postek
Computing the Channel Capacity of a Communication System Affected by Uncertain Transition Probabilities. IEEE Trans. Inf. Theory 64(10): 6803-6815 (2018) - [c10]Aharon Ben-Tal:
The Power of Duality. ICORES 2018: 5 - 2017
- [j71]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): 45-66 (2017) - [j70]Aharon Ben-Tal, Ruud Brekelmans, Dick den Hertog, Jean-Philippe Vial:
Globalized Robust Optimization for Nonlinear Uncertain Inequalities. INFORMS J. Comput. 29(2): 350-366 (2017) - [i3]Krzysztof Postek, Aharon Ben-Tal:
Computing the channel capacity of a communication system affected by uncertain transition probabilities. CoRR abs/1706.05889 (2017) - 2016
- [j69]Michal Melamed
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): 293-315 (2016) - [j68]Shimrit Shtern
A semi-definite programming approach for robust tracking. Math. Program. 156(1-2): 615-656 (2016) - [j67]Aharon Ben-Tal, Ioannis G. Kevrekidis:
Coarse-Graining and Simplification of the Dynamics Seen in Bursting Neurons. SIAM J. Appl. Dyn. Syst. 15(2): 1193-1226 (2016) - [j66]Shimrit Shtern
Computational Methods for Solving Nonconvex Block-Separable Constrained Quadratic Problems. SIAM J. Optim. 26(2): 1174-1206 (2016) - 2015
- [j65]Aharon Ben-Tal, Elad Hazan
Oracle-Based Robust Optimization via Online Learning. Oper. Res. 63(3): 628-638 (2015) - [j64]Aharon Ben-Tal, Arkadi Nemirovski
On Solving Large-Scale Polynomial Convex Problems by Randomized First-Order Algorithms. Math. Oper. Res. 40(2): 474-494 (2015) - [j63]Aharon Ben-Tal, Dick den Hertog, Jean-Philippe Vial:
Deriving robust counterparts of nonlinear uncertain inequalities. Math. Program. 149(1-2): 265-299 (2015) - 2014
- [j62]Bram L. Gorissen, Hans Blanc
Technical Note - Deriving Robust and Globalized Robust Solutions of Uncertain Linear Programs with General Convex Uncertainty Sets. Oper. Res. 62(3): 672-679 (2014) - [j61]Aharon Ben-Tal, Dick den Hertog:
Hidden conic quadratic representation of some nonconvex quadratic optimization problems. Math. Program. 143(1-2): 1-29 (2014) - [i2]Aharon Ben-Tal, Elad Hazan, Tomer Koren, Shie Mannor:
Oracle-Based Robust Optimization via Online Learning. CoRR abs/1402.6361 (2014) - 2013
- [j60]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): 341-357 (2013) - 2012
- [j59]Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, Arkadi Nemirovski:
Efficient methods for robust classification under uncertainty in kernel matrices. J. Mach. Learn. Res. 13: 2923-2954 (2012) - [j58]Amir Beck, Aharon Ben-Tal, Luba Tetruashvili:
A Sequential Ascending Parameter Method for Solving Constrained Minimization Problems. SIAM J. Optim. 22(1): 244-260 (2012) - [i1]Aharon Ben-Tal, Arkadi Nemirovski:
Solving large scale polynomial convex problems on ℓ1/nuclear norm balls by randomized first-order algorithms. CoRR abs/1210.6853 (2012) - 2011
- [j57]Jonathan Aflalo, Aharon Ben-Tal, Chiranjib Bhattacharyya, Jagarlapudi Saketha Nath, Raman Sankaran:
Variable Sparsity Kernel Learning. J. Mach. Learn. Res. 12: 565-592 (2011) - [j56]Aharon Ben-Tal, Sahely Bhadra, Chiranjib Bhattacharyya, J. Saketha Nath:
Chance constrained uncertain classification via robust optimization. Math. Program. 127(1): 145-173 (2011) - 2010
- [j55]Aharon Ben-Tal, Dimitris Bertsimas, David B. Brown:
A Soft Robust Model for Optimization Under Ambiguity. Oper. Res. 58(4-Part-2): 1220-1234 (2010) - [j54]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): 29-51 (2010) - [j53]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) - [c9]Sahely Bhadra, Sourangshu Bhattacharya
Robust Formulations for Handling Uncertainty in Kernel Matrices. ICML 2010: 71-78 - [c8]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
2000 – 2009
- 2009
- [b2]Aharon Ben-Tal, Laurent El Ghaoui
Robust Optimization. Princeton Series in Applied Mathematics 28, Princeton University Press 2009, ISBN 978-1-4008-3105-0, pp. 1-542 - [j52]Aharon Ben-Tal, Boaz Golany, Shimrit Shtern
Robust multi-echelon multi-period inventory control. Eur. J. Oper. Res. 199(3): 922-935 (2009) - [j51]Aharon Ben-Tal, Arkadi Nemirovski
On Safe Tractable Approximations of Chance-Constrained Linear Matrix Inequalities. Math. Oper. Res. 34(1): 1-25 (2009) - [j50]Amir Beck, Aharon Ben-Tal:
Duality in robust optimization: Primal worst equals dual best. Oper. Res. Lett. 37(1): 1-6 (2009) - [c7]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: 844-852 - [c6]Sahely Bhadra, J. Saketha Nath, Aharon Ben-Tal, Chiranjib Bhattacharyya:
Interval Data Classification under Partial Information: A Chance-Constraint Approach. PAKDD 2009: 208-219 - [r1]Aharon Ben-Tal, Arkadi Nemirovski, Jochem Zowe:
Semidefinite Programming and Structural Optimization. Encyclopedia of Optimization 2009: 3390-3396 - 2008
- [j49]Odellia Boni, Aharon Ben-Tal:
Adjustable robust counterpart of conic quadratic problems. Math. Methods Oper. Res. 68(2): 211-233 (2008) - [j48]Aharon Ben-Tal, Arkadi Nemirovski
Selected topics in robust convex optimization. Math. Program. 112(1): 125-158 (2008) - [j47]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): 419-443 (2008) - 2007
- [j46]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): 712-730 (2007) - 2006
- [j45]Aharon Ben-Tal, Laurent El Ghaoui
Foreword: special issue on robust optimization. Math. Program. 107(1-2): 1-3 (2006) - [j44]Aharon Ben-Tal, Stephen P. Boyd, Arkadi Nemirovski
Extending Scope of Robust Optimization: Comprehensive Robust Counterparts of Uncertain Problems. Math. Program. 107(1-2): 63-89 (2006) - [j43]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) - [j42]Amir Beck, Aharon Ben-Tal:
On the Solution of the Tikhonov Regularization of the Total Least Squares Problem. SIAM J. Optim. 17(1): 98-118 (2006) - [j41]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): 425-445 (2006) - [c5]Aharon Ben-Tal:
Recent Advances in Robust Optimization. OR 2006: 69 - 2005
- [j40]Aharon Ben-Tal, Arkadi Nemirovski
Non-euclidean restricted memory level method for large-scale convex optimization. Math. Program. 102(3): 407-456 (2005) - [j39]Aharon Ben-Tal, Boaz Golany, Arkadi Nemirovski
Retailer-Supplier Flexible Commitments Contracts: A Robust Optimization Approach. Manuf. Serv. Oper. Manag. 7(3): 248-271 (2005) - [j38]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): 238-255 (2005) - [j37]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): 168-181 (2005) - [c4]Amir Beck, Yonina C. Eldar, Aharon Ben-Tal:
MSE estimation of multichannel signals with model uncertainties. ICASSP (4) 2005: 49-52 - 2004
- [j36]Aharon Ben-Tal, A. P. Goryashko, E. Guslitzer, Arkadi Nemirovski
Adjustable robust solutions of uncertain linear programs. Math. Program. 99(2): 351-376 (2004) - [j35]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): 2177-2188 (2004) - [c3]Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski
Minimax regret estimation in linear models. ICASSP (2) 2004: 161-164 - 2003
- [j34]Aharon Ben-Tal, Arkadi Nemirovski
Extended Matrix Cube Theorems with Applications to µ-Theory in Control. Math. Oper. Res. 28(3): 497-523 (2003) - [j33]Florin Dan Barb, Aharon Ben-Tal, Arkadi Nemirovski
Robust Dissipativity of Interval Uncertain Linear Systems. SIAM J. Control. Optim. 41(6): 1661-1695 (2003) - 2002
- [j32]Aharon Ben-Tal, Arkadi Nemirovski
Robust optimization - methodology and applications. Math. Program. 92(3): 453-480 (2002) - [j31]Aharon Ben-Tal, Arkadi Nemirovski
On Tractable Approximations of Uncertain Linear Matrix Inequalities Affected by Interval Uncertainty. SIAM J. Optim. 12(3): 811-833 (2002) - [j30]Aharon Ben-Tal, Arkadi Nemirovski
Robust Solutions of Uncertain Quadratic and Conic-Quadratic Problems. SIAM J. Optim. 13(2): 535-560 (2002) - 2001
- [b1]Aharon Ben-Tal, Arkadii Nemirovskii:
Lectures on modern convex optimization - analysis, algorithms, and engineering applications. MPS-SIAM series on optimization, SIAM 2001, ISBN 978-0-89871-491-3, pp. I-XVI, 1-488 - [j29]Aharon Ben-Tal, Arkadi Nemirovski
On Polyhedral Approximations of the Second-Order Cone. Math. Oper. Res. 26(2): 193-205 (2001) - [j28]Aharon Ben-Tal, Tamar Margalit, Arkadi Nemirovski
The Ordered Subsets Mirror Descent Optimization Method with Applications to Tomography. SIAM J. Optim. 12(1): 79-108 (2001) - [j27]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): 633-642 (2001) - [c2]E. Hadar, Aharon Ben-Tal:
Optimal locally adjustable filtering of PET images by a genetic algorithm. ICIP (2) 2001: 335-338 - [c1]Aharon Ben-Tal, Arkadi Nemirovski:
On Approximate Robust Counterparts of Uncertain Semidefinite and Conic Quadratic Programs. System Modelling and Optimization 2001: 1-22 - 2000
- [j26]Aharon Ben-Tal, Arkadi Nemirovski
Robust solutions of Linear Programming problems contaminated with uncertain data. Math. Program. 88(3): 411-424 (2000) - [j25]Aharon Ben-Tal, Michal Kocvara
Free Material Design via Semidefinite Programming: The Multiload Case with Contact Conditions. SIAM Rev. 42(4): 695-715 (2000)
1990 – 1999
- 1999
- [j24]Aharon Ben-Tal, Arkadi Nemirovski
Robust solutions of uncertain linear programs. Oper. Res. Lett. 25(1): 1-13 (1999) - [j23]Aharon Ben-Tal, Michal Kocvara
Free Material Design via Semidefinite Programming: The Multiload Case with Contact Conditions. SIAM J. Optim. 9(4): 813-832 (1999) - 1998
- [j22]Aharon Ben-Tal, Arkadi Nemirovski
Robust Convex Optimization. Math. Oper. Res. 23(4): 769-805 (1998) - 1997
- [j21]Adi Ben-Israel, Aharon Ben-Tal:
Duality and equilibrium prices in economics of uncertainty. Math. Methods Oper. Res. 46(1): 51-85 (1997) - [j20]Aharon Ben-Tal, Michael Zibulevsky:
Penalty/Barrier Multiplier Methods for Convex Programming Problems. SIAM J. Optim. 7(2): 347-366 (1997) - [j19]Aharon Ben-Tal, Arkadi Nemirovski
Robust Truss Topology Design via Semidefinite Programming. SIAM J. Optim. 7(4): 991-1016 (1997) - 1996
- [j18]Aharon Ben-Tal, Marc Teboulle:
Hidden convexity in some nonconvex quadratically constrained quadratic programming. Math. Program. 72: 51-63 (1996) - [j17]Aharon Ben-Tal, Jørgen Tind:
Duality with multiple criteria and multiple resources. Oper. Res. Lett. 19(5): 201-206 (1996) - [j16]Aharon Ben-Tal, Marc Teboulle:
A Conjugate Duality Scheme Generating a New Class of Differentiable Duals. SIAM J. Optim. 6(3): 617-625 (1996) - 1994
- [j15]Aharon Ben-Tal, Gideon Eiger, Vladimir Gershovitz:
Global minimization by reducing the duality gap. Math. Program. 63: 193-212 (1994) - [j14]Aharon Ben-Tal, Arkadii Nemirovskii
Potential Reduction Polynomial Time Method for Truss Topology Design. SIAM J. Optim. 4(3): 596-612 (1994) - 1993
- [j13]Aharon Ben-Tal, Martin P. Bendsøe:
A New Method for Optimal Truss Topology Design. SIAM J. Optim. 3(2): 322-358 (1993) - 1992
- [j12]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) - 1991
- [j11]Aharon Ben-Tal, Adi Ben-Israel:
A recourse certainty equivalent for decisions under uncertainty. Ann. Oper. Res. 30(1): 1-44 (1991) - [j10]Aharon Ben-Tal, Marc Teboulle:
Portfolio theory for the recourse certainty equivalent maximizing investor. Ann. Oper. Res. 31(1): 479-499 (1991)
1980 – 1989
- 1987
- [j9]Aharon Ben-Tal, Marc Teboulle:
Penalty Functions and Duality in Stochastic Programming Via ϕ-Divergence Functionals. Math. Oper. Res. 12(2): 224-240 (1987) - 1986
- [j8]Aharon Ben-Tal, Marc Teboulle:
Rate distortion theory with generalized information measures via convex programming duality. IEEE Trans. Inf. Theory 32(5): 630-641 (1986) - 1985
- [j7]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): 285-300 (1985) - [j6]Aharon Ben-Tal:
The Entropic Penalty Approach to Stochastic Programming. Math. Oper. Res. 10(2): 263-279 (1985) - 1982
- [j5]Aharon Ben-Tal, Jochem Zowe:
Necessary and sufficient optimality conditions for a class of nonsmooth minimization problems. Math. Program. 24(1): 70-91 (1982) - 1981
- [j4]J. Barzilai, Aharon Ben-Tal:
A Nonorthogonal Fourier Expansion for Conic Decomposition. Math. Oper. Res. 6(3): 363-373 (1981)
1970 – 1979
- 1977
- [j3]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): 315-325 (1977) - 1976
- [j2]Aharon Ben-Tal, Eithan Hochman:
Stochastic Programs with Incomplete Information. Oper. Res. 24(2): 336-347 (1976) - [j1]Adi Ben-Israel, Aharon Ben-Tal:
On A characterization of optimality in convex programming. Math. Program. 11(1): 81-88 (1976)
Coauthor Index
Arkadi Nemirovski
aka: Arkadii Nemirovskii
aka: Arkadii Nemirovskii
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