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2020 – today
- 2024
[j52]Georgia Perakis
:
Introduction: Frontiers in Operations. Manuf. Serv. Oper. Manag. 26(4): 1189 (2024)- [c10]Asterios Tsiourvas, Wei Sun, Georgia Perakis:
Manifold-Aligned Counterfactual Explanations for Neural Networks. AISTATS 2024: 3763-3771 - [c9]Rares Cristian, Georgia Perakis:
A Discretization Framework for Robust Contextual Stochastic Optimization. ICLR 2024 - [c8]Asterios Tsiourvas, Wei Sun, Georgia Perakis, Pin-Yu Chen, Yada Zhu:
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series. ICML 2024 - [c7]Asterios Tsiourvas, Georgia Perakis:
Overcoming the Optimizer's Curse: Obtaining Realistic Prescriptions from Neural Networks. ICML 2024 - [i4]Retsef Levi, Elisabeth Paulson, Georgia Perakis, Emily Zhang:
Heterogeneous Treatment Effects in Panel Data. CoRR abs/2406.05633 (2024) - [i3]Rares Cristian, Pavithra Harsha, Clemente Ocejo, Georgia Perakis, Brian Quanz, Ioannis Spantidakis, Hamza Zerhouni:
Inter-Series Transformer: Attending to Products in Time Series Forecasting. CoRR abs/2408.03872 (2024) - 2023
- [j51]Georgia Perakis, Melvyn Sim, Qinshen Tang, Peng Xiong:
Robust Pricing and Production with Information Partitioning and Adaptation. Manag. Sci. 69(3): 1398-1419 (2023) - [j50]Tamar Cohen-Hillel, Kiran Panchamgam, Georgia Perakis:
High-Low Promotion Policies for Peak-End Demand Models. Manag. Sci. 69(4): 2016-2050 (2023) - [j49]Lennart Baardman, Rares Cristian, Georgia Perakis, Divya Singhvi, Omar Skali Lami, Leann Thayaparan:
The role of optimization in some recent advances in data-driven decision-making. Math. Program. 200(1): 1-35 (2023) - [j48]Lennart Baardman, Setareh Borjian Boroujeni, Tamar Cohen-Hillel, Kiran Panchamgam, Georgia Perakis:
Detecting Customer Trends for Optimal Promotion Targeting. Manuf. Serv. Oper. Manag. 25(2): 448-467 (2023) - [j47]Amine Bennouna, Joshua Joseph, David Nze-Ndong, Georgia Perakis, Divya Singhvi, Omar Skali Lami, Yannis Spantidakis, Leann Thayaparan, Asterios Tsiourvas:
COVID-19: Prediction, Prevalence, and the Operations of Vaccine Allocation. Manuf. Serv. Oper. Manag. 25(3): 1013-1032 (2023) - [j46]Alison Borenstein, Ankit Mangal, Georgia Perakis, Stefan Poninghaus, Divya Singhvi, Omar Skali Lami, Jiong Wei Lua:
Ancillary Services in Targeted Advertising: From Prediction to Prescription. Manuf. Serv. Oper. Manag. 25(4): 1285-1303 (2023) - [c6]Rares Cristian, Pavithra Harsha, Georgia Perakis, Brian Leo Quanz, Ioannis Spantidakis:
End-to-End Learning for Optimization via Constraint-Enforcing Approximators. AAAI 2023: 7253-7260 - [i2]Max Biggs, Georgia Perakis:
Tightness of prescriptive tree-based mixed-integer optimization formulations. CoRR abs/2302.14744 (2023) - 2022
- [j45]Georgia Perakis, Charles Thraves:
On a Variation of Two-Part Tariff Pricing of Services: A Data-Driven Approach. Manuf. Serv. Oper. Manag. 24(3): 1369-1387 (2022) - [j44]Hongqiao Chen, Ming Hu, Georgia Perakis:
Distribution-Free Pricing. Manuf. Serv. Oper. Manag. 24(4): 1939-1958 (2022) - [j43]Hamsa Bastani, Pavithra Harsha, Georgia Perakis, Divya Singhvi:
Learning Personalized Product Recommendations with Customer Disengagement. Manuf. Serv. Oper. Manag. 24(4): 2010-2028 (2022) - [i1]Georgia Perakis, Asterios Tsiourvas:
Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling. CoRR abs/2205.14189 (2022) - 2021
- [j42]Maxime C. Cohen, Georgia Perakis, Robert S. Pindyck:
A Simple Rule for Pricing with Limited Knowledge of Demand. Manag. Sci. 67(3): 1608-1621 (2021) - [j41]Maxime C. Cohen, Jeremy J. Kalas, Georgia Perakis:
Promotion Optimization for Multiple Items in Supermarkets. Manag. Sci. 67(4): 2340-2364 (2021) - [j40]Georgia Perakis:
Statement of the Manufacturing & Service Operations Management Journal. Manuf. Serv. Oper. Manag. 23(3): 547-548 (2021) - 2020
- [j39]Velibor V. Misic, Georgia Perakis:
Data Analytics in Operations Management: A Review. Manuf. Serv. Oper. Manag. 22(1): 158-169 (2020) - [j38]Markus Ettl, Pavithra Harsha, Anna Papush, Georgia Perakis:
A Data-Driven Approach to Personalized Bundle Pricing and Recommendation. Manuf. Serv. Oper. Manag. 22(3): 461-480 (2020)
2010 – 2019
- 2019
- [j37]Retsef Levi, Georgia Perakis, Gonzalo Romero:
Near-Optimality of Uniform Copayments for Subsidies and Taxes Allocation Problems. Oper. Res. 67(2): 548-561 (2019) - [j36]Lennart Baardman, Maxime C. Cohen, Kiran Panchamgam, Georgia Perakis, Danny Segev:
Scheduling Promotion Vehicles to Boost Profits. Manag. Sci. 65(1): 50-70 (2019) - [j35]Jonathan Chemama, Maxime C. Cohen, Ruben Lobel, Georgia Perakis:
Consumer Subsidies with a Strategic Supplier: Commitment vs. Flexibility. Manag. Sci. 65(2): 681-713 (2019) - 2018
- [j34]Georgia Perakis, Donald B. Rosenfield:
The MIT Leaders for Global Operations Program. Interfaces 48(3): 189-203 (2018) - 2017
- [j33]Maxime C. Cohen, Ngai-Hang Z. Leung, Kiran Panchamgam, Georgia Perakis, Anthony Smith:
The Impact of Linear Optimization on Promotion Planning. Oper. Res. 65(2): 446-468 (2017) - [j32]Retsef Levi, Georgia Perakis, Gonzalo Romero:
On the Effectiveness of Uniform Subsidies in Increasing Market Consumption. Manag. Sci. 63(1): 40-57 (2017) - 2016
- [j31]Hamid Nazerzadeh, Georgia Perakis:
Technical Note - Nonlinear Pricing Competition with Private Capacity Information. Oper. Res. 64(2): 329-340 (2016) - [j30]Maxime C. Cohen, Ruben Lobel, Georgia Perakis:
The Impact of Demand Uncertainty on Consumer Subsidies for Green Technology Adoption. Manag. Sci. 62(5): 1235-1258 (2016) - [c5]Maxime C. Cohen, Georgia Perakis, Robert S. Pindyck:
Pricing with Limited Knowledge of Demand. EC 2016: 657 - 2015
- [j29]Retsef Levi, Georgia Perakis, Joline Uichanco:
The Data-Driven Newsvendor Problem: New Bounds and Insights. Oper. Res. 63(6): 1294-1306 (2015) - [j28]Lucy Gongtao Chen, Daniel Zhuoyu Long, Georgia Perakis:
The Impact of a Target on Newsvendor Decisions. Manuf. Serv. Oper. Manag. 17(1): 78-86 (2015) - 2014
- [j27]Elodie Adida, Georgia Perakis:
The effect of supplier capacity on the supply chain profit. Ann. Oper. Res. 223(1): 1-52 (2014) - [j26]Mallik Angalakudati, Siddharth Balwani, Jorge Calzada, Bikram Chatterjee, Georgia Perakis, Nicolas Raad, Joline Uichanco:
Business Analytics for Flexible Resource Allocation Under Random Emergencies. Manag. Sci. 60(6): 1552-1573 (2014) - [j25]Georgia Perakis, Wei Sun:
Efficiency Analysis of Cournot Competition in Service Industries with Congestion. Manag. Sci. 60(11): 2684-2700 (2014) - [j24]Philipp W. Keller, Retsef Levi, Georgia Perakis:
Efficient formulations for pricing under attraction demand models. Math. Program. 145(1-2): 223-261 (2014) - [j23]Retsef Levi, Georgia Perakis, Gonzalo Romero:
A continuous knapsack problem with separable convex utilities: Approximation algorithms and applications. Oper. Res. Lett. 42(5): 367-373 (2014) - 2012
- [j22]L. Jonathan Kluberg, Georgia Perakis:
Generalized Quantity Competition for Multiple Products and Loss of Efficiency. Oper. Res. 60(2): 335-350 (2012) - [j21]Georgia Perakis, Wei Sun:
Price of anarchy for supply chains with partial positive externalities. Oper. Res. Lett. 40(2): 78-83 (2012) - 2011
- [j20]Amr Farahat, Georgia Perakis:
Technical Note - A Comparison of Bertrand and Cournot Profits in Oligopolies with Differentiated Products. Oper. Res. 59(2): 507-513 (2011) - [j19]Amr Farahat, Georgia Perakis:
On the efficiency of price competition. Oper. Res. Lett. 39(6): 414-418 (2011) - [c4]Hamid Nazerzadeh, Georgia Perakis:
Menu pricing competition and a common agency with informed principals. EC 2011: 371-372 - 2010
- [j18]Elodie Adida, Georgia Perakis:
Dynamic pricing and inventory control: robust vs. stochastic uncertainty models - a computational study. Ann. Oper. Res. 181(1): 125-157 (2010) - [j17]Elodie Adida, Georgia Perakis:
Dynamic Pricing and Inventory Control: Uncertainty and Competition. Oper. Res. 58(2): 289-302 (2010) - [j16]Georgia Perakis, Guillaume Roels:
Robust Controls for Network Revenue Management. Manuf. Serv. Oper. Manag. 12(1): 56-76 (2010) - [j15]Amr Farahat, Georgia Perakis:
A nonnegative extension of the affine demand function and equilibrium analysis for multiproduct price competition. Oper. Res. Lett. 38(4): 280-286 (2010) - [c3]Georgia Perakis, Wei Sun:
Loss of coordination in a competitive supply chain with pre-orders and endogenous pricing. BQGT 2010: 95:1-95:3
2000 – 2009
- 2009
- [j14]Amr Farahat, Georgia Perakis:
Profit loss in differentiated oligopolies. Oper. Res. Lett. 37(1): 43-46 (2009) - 2008
- [j13]Georgia Perakis, Guillaume Roels:
Regret in the Newsvendor Model with Partial Information. Oper. Res. 56(1): 188-203 (2008) - [c2]L. Jonathan Kluberg, Georgia Perakis:
Generalized quantity competition for multiple products and loss of efficiency. Allerton 2008: 930-936 - 2007
- [j12]Georgia Perakis, Guillaume Roels:
The Price of Anarchy in Supply Chains: Quantifying the Efficiency of Price-Only Contracts. Manag. Sci. 53(8): 1249-1268 (2007) - [j11]Georgia Perakis:
The "Price of Anarchy" Under Nonlinear and Asymmetric Costs. Math. Oper. Res. 32(3): 614-628 (2007) - 2006
- [j10]Xinwei Liu, Georgia Perakis, Jie Sun:
A Robust SQP Method for Mathematical Programs with Linear Complementarity Constraints. Comput. Optim. Appl. 34(1): 5-33 (2006) - [j9]Soulaymane Kachani, Georgia Perakis:
Fluid dynamics models and their applications in transportation and pricing. Eur. J. Oper. Res. 170(2): 496-517 (2006) - [j8]Georgia Perakis, Guillaume Roels:
An Analytical Model for Traffic Delays and the Dynamic User Equilibrium Problem. Oper. Res. 54(6): 1151-1171 (2006) - [j7]Elodie Adida, Georgia Perakis:
A Robust Optimization Approach to Dynamic Pricing and Inventory Control with no Backorders. Math. Program. 107(1-2): 97-129 (2006) - [j6]Georgia Perakis, Anshul Sood:
Competitive Multi-period Pricing for Perishable Products: A Robust Optimization Approach. Math. Program. 107(1-2): 295-335 (2006) - [j5]Michele Aghassi, Dimitris Bertsimas, Georgia Perakis:
Solving asymmetric variational inequalities via convex optimization. Oper. Res. Lett. 34(5): 481-490 (2006) - 2004
- [j4]Thomas L. Magnanti, Georgia Perakis:
Solving variational inequality and fixed point problems by line searches and potential optimization. Math. Program. 101(3): 435-461 (2004) - [c1]Georgia Perakis:
The Price of Anarchy when Costs Are Non-separable and Asymmetric. IPCO 2004: 46-58
1990 – 1999
- 1997
- [j3]Thomas L. Magnanti, Georgia Perakis:
Averaging Schemes for Variational Inequalities and Systems of Equations. Math. Oper. Res. 22(3): 568-587 (1997) - [j2]Thomas L. Magnanti, Georgia Perakis:
The Orthogonality Theorem and the Strong-f-Monotonicity Condition for Variational Inequality Algorithms. SIAM J. Optim. 7(1): 248-273 (1997) - 1995
- [j1]Thomas L. Magnanti, Georgia Perakis:
A unifying geometric solution framework and complexity analysis for variational inequalities. Math. Program. 71: 327-351 (1995)
Coauthor Index
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