Georgia Perakis

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 30

Top Topics

Approximation Algorithms

Operations Management

Demand Uncertainty

Top Venues

Manuf. Serv. Oper. Manag.

Publications

Asterios Tsiourvas, Wei Sun, Georgia Perakis
Manifold-Aligned Counterfactual Explanations for Neural Networks. AISTATS (2024)
Rares Cristian, Georgia Perakis
A Discretization Framework for Robust Contextual Stochastic Optimization. ICLR (2024)
Georgia Perakis
Introduction: Frontiers in Operations. Manuf. Serv. Oper. Manag. 26 (4) (2024)
Retsef Levi, Elisabeth Paulson, Georgia Perakis, Emily Zhang
Heterogeneous Treatment Effects in Panel Data. CoRR (2024)
Rares Cristian, Pavithra Harsha, Georgia Perakis, Brian Leo Quanz, Ioannis Spantidakis
End-to-End Learning for Optimization via Constraint-Enforcing Approximators. AAAI (2023)
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) (2023)
Max Biggs, Georgia Perakis
Tightness of prescriptive tree-based mixed-integer optimization formulations. CoRR (2023)
Tamar Cohen-Hillel, Kiran Panchamgam, Georgia Perakis
High-Low Promotion Policies for Peak-End Demand Models. Manag. Sci. 69 (4) (2023)
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) (2023)
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) (2023)
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) (2023)
Georgia Perakis, Melvyn Sim, Qinshen Tang, Peng Xiong
Robust Pricing and Production with Information Partitioning and Adaptation. Manag. Sci. 69 (3) (2023)
Hamsa Bastani, Pavithra Harsha, Georgia Perakis, Divya Singhvi
Learning Personalized Product Recommendations with Customer Disengagement. Manuf. Serv. Oper. Manag. 24 (4) (2022)
Georgia Perakis, Charles Thraves
On a Variation of Two-Part Tariff Pricing of Services: A Data-Driven Approach. Manuf. Serv. Oper. Manag. 24 (3) (2022)
Hongqiao Chen, Ming Hu, Georgia Perakis
Distribution-Free Pricing. Manuf. Serv. Oper. Manag. 24 (4) (2022)
Georgia Perakis, Asterios Tsiourvas
Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling. CoRR (2022)
Maxime C. Cohen, Georgia Perakis, Robert S. Pindyck
A Simple Rule for Pricing with Limited Knowledge of Demand. Manag. Sci. 67 (3) (2021)
Georgia Perakis
Journal. Manuf. Serv. Oper. Manag. 23 (3) (2021)
Maxime C. Cohen, Jeremy J. Kalas, Georgia Perakis
Promotion Optimization for Multiple Items in Supermarkets. Manag. Sci. 67 (4) (2021)
Velibor V. Misic, Georgia Perakis
Data Analytics in Operations Management: A Review. Manuf. Serv. Oper. Manag. 22 (1) (2020)
Markus Ettl, Pavithra Harsha, Anna Papush, Georgia Perakis
A Data-Driven Approach to Personalized Bundle Pricing and Recommendation. Manuf. Serv. Oper. Manag. 22 (3) (2020)
Retsef Levi, Georgia Perakis, Gonzalo Romero
Near-Optimality of Uniform Copayments for Subsidies and Taxes Allocation Problems. Oper. Res. 67 (2) (2019)
Lennart Baardman, Maxime C. Cohen, Kiran Panchamgam, Georgia Perakis, Danny Segev
Scheduling Promotion Vehicles to Boost Profits. Manag. Sci. 65 (1) (2019)
Jonathan Chemama, Maxime C. Cohen, Ruben Lobel, Georgia Perakis
Consumer Subsidies with a Strategic Supplier: Commitment vs. Flexibility. Manag. Sci. 65 (2) (2019)
Georgia Perakis, Donald B. Rosenfield
The MIT Leaders for Global Operations Program. Interfaces 48 (3) (2018)
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) (2017)
Retsef Levi, Georgia Perakis, Gonzalo Romero
On the Effectiveness of Uniform Subsidies in Increasing Market Consumption. Manag. Sci. 63 (1) (2017)
Hamid Nazerzadeh, Georgia Perakis
Technical Note - Nonlinear Pricing Competition with Private Capacity Information. Oper. Res. 64 (2) (2016)
Maxime C. Cohen, Georgia Perakis, Robert S. Pindyck
Pricing with Limited Knowledge of Demand. EC (2016)
Maxime C. Cohen, Ruben Lobel, Georgia Perakis
The Impact of Demand Uncertainty on Consumer Subsidies for Green Technology Adoption. Manag. Sci. 62 (5) (2016)
Retsef Levi, Georgia Perakis, Joline Uichanco
The Data-Driven Newsvendor Problem: New Bounds and Insights. Oper. Res. 63 (6) (2015)
Lucy Gongtao Chen, Daniel Zhuoyu Long, Georgia Perakis
The Impact of a Target on Newsvendor Decisions. Manuf. Serv. Oper. Manag. 17 (1) (2015)
Retsef Levi, Georgia Perakis, Gonzalo Romero
A continuous knapsack problem with separable convex utilities: Approximation algorithms and applications. Oper. Res. Lett. 42 (5) (2014)
Elodie Adida, Georgia Perakis
The effect of supplier capacity on the supply chain profit. Ann. Oper. Res. 223 (1) (2014)
Philipp W. Keller, Retsef Levi, Georgia Perakis
Efficient formulations for pricing under attraction demand models. Math. Program. 145 (1-2) (2014)
Georgia Perakis, Wei Sun
Efficiency Analysis of Cournot Competition in Service Industries with Congestion. Manag. Sci. 60 (11) (2014)
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) (2014)
Georgia Perakis, Wei Sun
Price of anarchy for supply chains with partial positive externalities. Oper. Res. Lett. 40 (2) (2012)
L. Jonathan Kluberg, Georgia Perakis
Generalized Quantity Competition for Multiple Products and Loss of Efficiency. Oper. Res. 60 (2) (2012)
Hamid Nazerzadeh, Georgia Perakis
Menu pricing competition and a common agency with informed principals. EC (2011)
Amr Farahat, Georgia Perakis
On the efficiency of price competition. Oper. Res. Lett. 39 (6) (2011)
Amr Farahat, Georgia Perakis
Technical Note - A Comparison of Bertrand and Cournot Profits in Oligopolies with Differentiated Products. Oper. Res. 59 (2) (2011)
Georgia Perakis, Guillaume Roels
Robust Controls for Network Revenue Management. Manuf. Serv. Oper. Manag. 12 (1) (2010)
Georgia Perakis, Wei Sun
Loss of coordination in a competitive supply chain with pre-orders and endogenous pricing. BQGT (2010)
Elodie Adida, Georgia Perakis
Dynamic pricing and inventory control: robust vs. stochastic uncertainty models - a computational study. Ann. Oper. Res. 181 (1) (2010)
Amr Farahat, Georgia Perakis
A nonnegative extension of the affine demand function and equilibrium analysis for multiproduct price competition. Oper. Res. Lett. 38 (4) (2010)
Elodie Adida, Georgia Perakis
Dynamic Pricing and Inventory Control: Uncertainty and Competition. Oper. Res. 58 (2) (2010)
Amr Farahat, Georgia Perakis
Profit loss in differentiated oligopolies. Oper. Res. Lett. 37 (1) (2009)
L. Jonathan Kluberg, Georgia Perakis
Generalized quantity competition for multiple products and loss of efficiency. Allerton (2008)
Georgia Perakis, Guillaume Roels
Regret in the Newsvendor Model with Partial Information. Oper. Res. 56 (1) (2008)
Georgia Perakis
The "Price of Anarchy" Under Nonlinear and Asymmetric Costs. Math. Oper. Res. 32 (3) (2007)
Georgia Perakis, Guillaume Roels
The Price of Anarchy in Supply Chains: Quantifying the Efficiency of Price-Only Contracts. Manag. Sci. 53 (8) (2007)
Georgia Perakis, Guillaume Roels
An Analytical Model for Traffic Delays and the Dynamic User Equilibrium Problem. Oper. Res. 54 (6) (2006)
Michele Aghassi, Dimitris Bertsimas, Georgia Perakis
Solving asymmetric variational inequalities via convex optimization. Oper. Res. Lett. 34 (5) (2006)
Georgia Perakis, Anshul Sood
Competitive Multi-period Pricing for Perishable Products: A Robust Optimization Approach. Math. Program. 107 (1-2) (2006)
Soulaymane Kachani, Georgia Perakis
Fluid dynamics models and their applications in transportation and pricing. Eur. J. Oper. Res. 170 (2) (2006)
Elodie Adida, Georgia Perakis
A Robust Optimization Approach to Dynamic Pricing and Inventory Control with no Backorders. Math. Program. 107 (1-2) (2006)
Xinwei Liu, Georgia Perakis, Jie Sun
A Robust SQP Method for Mathematical Programs with Linear Complementarity Constraints. Comput. Optim. Appl. 34 (1) (2006)
Georgia Perakis
The Price of Anarchy when Costs Are Non-separable and Asymmetric. IPCO (2004)
Thomas L. Magnanti, Georgia Perakis
Solving variational inequality and fixed point problems by line searches and potential optimization. Math. Program. 101 (3) (2004)
Thomas L. Magnanti, Georgia Perakis
Averaging Schemes for Variational Inequalities and Systems of Equations. Math. Oper. Res. 22 (3) (1997)
Thomas L. Magnanti, Georgia Perakis
The Orthogonality Theorem and the Strong-f-Monotonicity Condition for Variational Inequality Algorithms. SIAM J. Optim. 7 (1) (1997)
Thomas L. Magnanti, Georgia Perakis
A unifying geometric solution framework and complexity analysis for variational inequalities. Math. Program. 71 (1995)