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Inverse optimization refers to the inference of unknown parameters of an optimization problem based on knowledge of its optimal solutions.
Note on the consistency of the maximum likelihood estimate
Wald, Abraham. 1949 · 1949
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Topological Spaces: including a treatment of multi-valued functions, vector spaces, and convexity
Berge, Claude. 1963 · 1963
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Asymptotic properties of non-linear least squares estimators
Jennrich, Robert I. 1969 · 1969
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A representation and economic interpretation of a two-level programming problem
José Fortuny-Amat, Bruce McCarl. 1981 · 1981
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The framing of decisions and the psychology of choice
Tversky, Amos, Daniel Kahneman. 1981 · 1981
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A branch and bound algorithm for the bilevel programming problem
Bard, Jonathan F, James T Moore. 1990 · 1990
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Conjoint analysis in marketing: new developments with implications for research and practice
Green, Paul E, Venkat Srinivasan. 1990 · 1990
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On an instance of the inverse shortest paths problem
Burton, Didier, Ph L Toint. 1992 · 1992
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An Introduction to the Bootstrap
Efron, B., R.J. Tibshirani. 1994 · 1994
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Calculating some inverse linear programming problems
Zhang, Jianzhong, Zhenhong Liu. 1996 · 1996
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Links between linear bilevel and mixed 0–1 programming problems
Audet, C., P. Hansen, B. Jaumard, G. Savard. 1997 · 1997
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Variational analysis
Rockafellar, R Tyrrell, Roger J-B Wets. 1998 · 1998
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Perturbation Analysis of Optimization Problems
Bonnans, J., A. Shapiro. 2000 · 2000
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The inverse newsvendor problem: Choosing an optimal demand portfolio for capacitated resources
Carr, Scott, William Lovejoy. 2000 · 2000
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Asymptotic Statistics
van der Vaart, A.W. 2000 · 2000
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Inverse optimization
Ahuja, Ravindra K, James B Orlin. 2001 · 2001
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Rademacher and gaussian complexities: Risk bounds and structural results
Bartlett, P., S. Mendelson. 2002 · 2002
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An inverse-optimization-based auction mechanism to support a multiattribute rfq process
Beil, Damian R, Lawrence M Wein. 2003 · 2003
Cited alongside, same era.
Inverse optimization in high-speed networks
Faragó, András, Áron Szentesi, Balázs Szviatovszki. 2003 · 2003
Cited alongside, same era.
Efficient algorithms for the inverse spanning-tree problem
Hochbaum, Dorit S. 2003 · 2003
Cited alongside, same era.
Persistence in high-dimensional linear predictor selection and the virtue of overparametrization
Greenshtein, E., Y. Ritov. 2004 · 2004
Cited alongside, same era.
Inverse combinatorial optimization: A survey on problems, methods, and results
Heuberger, Clemens. 2004 · 2004
Cited alongside, same era.
Inverse conic programming with applications
Iyengar, Garud, Wanmo Kang. 2005 · 2005
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Inverse optimization for linearly constrained convex separable programming problems
Zhang, Jianzhong, Chengxian Xu. 2010 · 2010
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Imputing a convex objective function
Keshavarz, Arezou, Yang Wang, Stephen Boyd. 2011 · 2011
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Incentive design for efficient building quality of service
Aswani, A., C. Tomlin. 2012 · 2012
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Inverse optimization: a new perspective on the black-litterman model
Bertsimas, Dimitris, Vishal Gupta, Ioannis Ch Paschalidis. 2012 · 2012
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Tensor-based hardness of the shortest vector problem to within almost polynomial factors
Haviv, Ishay, Oded Regev. 2012 · 2012
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Topics in Random Matrix Theory
Tao, T. 2012 · 2012
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Mathematical Statistics: Basic Ideas And Selected Topics
Bickel, P., K. Doksum. 2006 · 2006
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Behavioral estimation of mathematical programming objective function coefficients
Troutt, Marvin D, Wan-Kai Pang, Shui-Hung Hou. 2006 · 2006
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Estimating dynamic models of imperfect competition
Bajari, Patrick, C Lanier Benkard, Jonathan Levin. 2007 · 2007
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Milestone payments or royalties? contract design for r&d licensing
Crama, Pascale, Bert De Reyck, Zeger Degraeve. 2008 · 2008
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A dynamic principal-agent model with hidden information: Sequential optimality through truthful state revelation
Zhang, Hao, Stefanos Zenios. 2008 · 2008
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Convex optimization
Boyd, Stephen, Lieven Vandenberghe. 2009 · 2009
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Compressed Sensing
Vershynin, Roman. 2012 · 2012
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ANSI/ASHRAE Standard 55-2013: Thermal Environmental Conditions for Human Occupancy
ASHRAE. 2013 · 2013
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Provably safe and robust learning–based model predictive control
Aswani, A., H. Gonzalez, S. Sastry, C. Tomlin. 2013 · 2013
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Most tensor problems are np-hard
Hillar, C., L.-H. Lim. 2013 · 2013
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Generalized inverse multiobjective optimization with application to cancer therapy
Chan, Timothy CY, Tim Craig, Taewoo Lee, Michael B Sharpe. 2014 · 2014
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A new perspective on least squares under convex constraint
Chatterjee, Sourav. 2014 · 2014
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Low-rank approximation and completion of positive tensors URL http://arxiv.org/abs/1412.0620
Aswani, A. 2015 · 2015
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Data-driven estimation in equilibrium using inverse optimization
Bertsimas, Dimitris, Vishal Gupta, Ioannis Ch Paschalidis. 2015 · 2015
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Bilevel Programming Problems
Dempe, Stephan, Vyacheslav Kalashnikov, Gerardo Pérez-Valdés, Nataliya Kalashnikova. 2015 · 2015
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Predictive modeling of behavior in weight loss interventions Submitted
Aswani, A., P. Kaminsky, Y. Mintz, E. Flowers, Y. Fukuoka. 2016 · 2016
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A data-driven bidding model for a cluster of price-responsive consumers of electricity
Saez-Gallego, J., J. M. Morales, M. Zugno, H. Madsen. 2016 · 2016
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