Georgia Perakis

According to our database, Georgia Perakis authored at least 65 papers between 1995 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Introduction: Frontiers in Operations.

Georgia Perakis

Manuf. Serv. Oper. Manag., 2024

Inter-Series Transformer: Attending to Products in Time Series Forecasting.

Rares Cristian, Pavithra Harsha, Clemente Ocejo, Georgia Perakis, Brian Quanz, Ioannis Spantidakis, Hamza Zerhouni

CoRR, 2024

Heterogeneous Treatment Effects in Panel Data.

Retsef Levi, Elisabeth Paulson, Georgia Perakis, Emily Zhang

CoRR, 2024

Overcoming the Optimizer's Curse: Obtaining Realistic Prescriptions from Neural Networks.

Asterios Tsiourvas, Georgia Perakis

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series.

Asterios Tsiourvas, Wei Sun, Georgia Perakis, Pin-Yu Chen, Yada Zhu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Discretization Framework for Robust Contextual Stochastic Optimization.

Rares Cristian, Georgia Perakis

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Manifold-Aligned Counterfactual Explanations for Neural Networks.

Asterios Tsiourvas, Wei Sun, Georgia Perakis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Ancillary Services in Targeted Advertising: From Prediction to Prescription.

Alison Borenstein, Ankit Mangal, Georgia Perakis, Stefan Poninghaus, Divya Singhvi, Omar Skali Lami, Jiong Wei Lua

Manuf. Serv. Oper. Manag., July, 2023

COVID-19: Prediction, Prevalence, and the Operations of Vaccine Allocation.

Amine Bennouna, Joshua Joseph, David Nze-Ndong, Georgia Perakis, Divya Singhvi, Omar Skali Lami, Yannis Spantidakis, Leann Thayaparan, Asterios Tsiourvas

Manuf. Serv. Oper. Manag., May, 2023

High-Low Promotion Policies for Peak-End Demand Models.

Tamar Cohen-Hillel, Kiran Panchamgam, Georgia Perakis

Manag. Sci., April, 2023

Detecting Customer Trends for Optimal Promotion Targeting.

Lennart Baardman, Setareh Borjian Boroujeni, Tamar Cohen-Hillel, Kiran Panchamgam, Georgia Perakis

Manuf. Serv. Oper. Manag., March, 2023

Robust Pricing and Production with Information Partitioning and Adaptation.

Georgia Perakis, Melvyn Sim, Qinshen Tang, Peng Xiong

Manag. Sci., March, 2023

The role of optimization in some recent advances in data-driven decision-making.

Lennart Baardman, Rares Cristian, Georgia Perakis, Divya Singhvi, Omar Skali Lami, Leann Thayaparan

Math. Program., 2023

Tightness of prescriptive tree-based mixed-integer optimization formulations.

Max Biggs, Georgia Perakis

CoRR, 2023

End-to-End Learning for Optimization via Constraint-Enforcing Approximators.

Rares Cristian, Pavithra Harsha, Georgia Perakis, Brian Leo Quanz, Ioannis Spantidakis

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

On a Variation of Two-Part Tariff Pricing of Services: A Data-Driven Approach.

Georgia Perakis, Charles Thraves

Manuf. Serv. Oper. Manag., 2022

Distribution-Free Pricing.

Hongqiao Chen, Ming Hu, Georgia Perakis

Manuf. Serv. Oper. Manag., 2022

Learning Personalized Product Recommendations with Customer Disengagement.

Hamsa Bastani, Pavithra Harsha, Georgia Perakis, Divya Singhvi

Manuf. Serv. Oper. Manag., 2022

Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling.

Georgia Perakis, Asterios Tsiourvas

CoRR, 2022

2021

Statement of the <i>Manufacturing & Service Operations Management</i> Journal.

Georgia Perakis

Manuf. Serv. Oper. Manag., 2021

A Simple Rule for Pricing with Limited Knowledge of Demand.

Maxime C. Cohen, Georgia Perakis, Robert S. Pindyck

Manag. Sci., 2021

Promotion Optimization for Multiple Items in Supermarkets.

Maxime C. Cohen, Jeremy J. Kalas, Georgia Perakis

Manag. Sci., 2021

2020

Data Analytics in Operations Management: A Review.

Velibor V. Misic, Georgia Perakis

Manuf. Serv. Oper. Manag., 2020

A Data-Driven Approach to Personalized Bundle Pricing and Recommendation.

Markus Ettl, Pavithra Harsha, Anna Papush, Georgia Perakis

Manuf. Serv. Oper. Manag., 2020

2019

Consumer Subsidies with a Strategic Supplier: Commitment vs. Flexibility.

Jonathan Chemama, Maxime C. Cohen, Ruben Lobel, Georgia Perakis

Manag. Sci., 2019

Scheduling Promotion Vehicles to Boost Profits.

Lennart Baardman, Maxime C. Cohen, Kiran Panchamgam, Georgia Perakis, Danny Segev

Manag. Sci., 2019

Near-Optimality of Uniform Copayments for Subsidies and Taxes Allocation Problems.

Retsef Levi, Georgia Perakis, Gonzalo Romero

Oper. Res., 2019

2018

The MIT Leaders for Global Operations Program.

Georgia Perakis, Donald B. Rosenfield

Interfaces, 2018

2017

On the Effectiveness of Uniform Subsidies in Increasing Market Consumption.

Retsef Levi, Georgia Perakis, Gonzalo Romero

Manag. Sci., 2017

The Impact of Linear Optimization on Promotion Planning.

Maxime C. Cohen, Ngai-Hang Z. Leung, Kiran Panchamgam, Georgia Perakis, Anthony Smith

Oper. Res., 2017

2016

The Impact of Demand Uncertainty on Consumer Subsidies for Green Technology Adoption.

Maxime C. Cohen, Ruben Lobel, Georgia Perakis

Manag. Sci., 2016

Technical Note - Nonlinear Pricing Competition with Private Capacity Information.

Hamid Nazerzadeh, Georgia Perakis

Oper. Res., 2016

Pricing with Limited Knowledge of Demand.

Maxime C. Cohen, Georgia Perakis, Robert S. Pindyck

Proceedings of the 2016 ACM Conference on Economics and Computation, 2016

2015

The Impact of a Target on Newsvendor Decisions.

Lucy Gongtao Chen, Daniel Zhuoyu Long, Georgia Perakis

Manuf. Serv. Oper. Manag., 2015

The Data-Driven Newsvendor Problem: New Bounds and Insights.

Retsef Levi, Georgia Perakis, Joline Uichanco

Oper. Res., 2015

2014

A continuous knapsack problem with separable convex utilities: Approximation algorithms and applications.

Retsef Levi, Georgia Perakis, Gonzalo Romero

Oper. Res. Lett., 2014

Efficient formulations for pricing under attraction demand models.

Philipp W. Keller, Retsef Levi, Georgia Perakis

Math. Program., 2014

Efficiency Analysis of Cournot Competition in Service Industries with Congestion.

Georgia Perakis, Wei Sun

Manag. Sci., 2014

Business Analytics for Flexible Resource Allocation Under Random Emergencies.

Mallik Angalakudati, Siddharth Balwani, Jorge Calzada, Bikram Chatterjee, Georgia Perakis, Nicolas Raad, Joline Uichanco

Manag. Sci., 2014

The effect of supplier capacity on the supply chain profit.

Elodie Adida, Georgia Perakis

Ann. Oper. Res., 2014

2012

Price of anarchy for supply chains with partial positive externalities.

Georgia Perakis, Wei Sun

Oper. Res. Lett., 2012

Generalized Quantity Competition for Multiple Products and Loss of Efficiency.

L. Jonathan Kluberg, Georgia Perakis

Oper. Res., 2012

2011

On the efficiency of price competition.

Amr Farahat, Georgia Perakis

Oper. Res. Lett., 2011

Technical Note - A Comparison of Bertrand and Cournot Profits in Oligopolies with Differentiated Products.

Amr Farahat, Georgia Perakis

Oper. Res., 2011

Menu pricing competition and a common agency with informed principals.

Hamid Nazerzadeh, Georgia Perakis

Proceedings of the Proceedings 12th ACM Conference on Electronic Commerce (EC-2011), 2011

2010

A nonnegative extension of the affine demand function and equilibrium analysis for multiproduct price competition.

Amr Farahat, Georgia Perakis

Oper. Res. Lett., 2010

Robust Controls for Network Revenue Management.

Georgia Perakis, Guillaume Roels

Manuf. Serv. Oper. Manag., 2010

Dynamic Pricing and Inventory Control: Uncertainty and Competition.

Elodie Adida, Georgia Perakis

Oper. Res., 2010

Dynamic pricing and inventory control: robust vs. stochastic uncertainty models - a computational study.

Elodie Adida, Georgia Perakis

Ann. Oper. Res., 2010

Loss of coordination in a competitive supply chain with pre-orders and endogenous pricing.

Georgia Perakis, Wei Sun

Proceedings of the Behavioral and Quantitative Game Theory, 2010

2009

Profit loss in differentiated oligopolies.

Amr Farahat, Georgia Perakis

Oper. Res. Lett., 2009

2008

Regret in the Newsvendor Model with Partial Information.

Georgia Perakis, Guillaume Roels

Oper. Res., 2008

2007

The "Price of Anarchy" Under Nonlinear and Asymmetric Costs.

Georgia Perakis

Math. Oper. Res., 2007

The Price of Anarchy in Supply Chains: Quantifying the Efficiency of Price-Only Contracts.

Georgia Perakis, Guillaume Roels

Manag. Sci., 2007

2006

Solving asymmetric variational inequalities via convex optimization.

Michele Aghassi, Dimitris Bertsimas, Georgia Perakis

Oper. Res. Lett., 2006

Competitive Multi-period Pricing for Perishable Products: A Robust Optimization Approach.

Georgia Perakis, Anshul Sood

Math. Program., 2006

A Robust Optimization Approach to Dynamic Pricing and Inventory Control with no Backorders.

Elodie Adida, Georgia Perakis

Math. Program., 2006

An Analytical Model for Traffic Delays and the Dynamic User Equilibrium Problem.

Georgia Perakis, Guillaume Roels

Oper. Res., 2006

Fluid dynamics models and their applications in transportation and pricing.

Soulaymane Kachani, Georgia Perakis

Eur. J. Oper. Res., 2006

A Robust SQP Method for Mathematical Programs with Linear Complementarity Constraints.

Xinwei Liu, Georgia Perakis, Jie Sun

Comput. Optim. Appl., 2006

2004

Solving variational inequality and fixed point problems by line searches and potential optimization.

Thomas L. Magnanti, Georgia Perakis

Math. Program., 2004

The Price of Anarchy when Costs Are Non-separable and Asymmetric.

Georgia Perakis

Proceedings of the Integer Programming and Combinatorial Optimization, 2004

1997

The Orthogonality Theorem and the Strong-f-Monotonicity Condition for Variational Inequality Algorithms.

Thomas L. Magnanti, Georgia Perakis

SIAM J. Optim., 1997

Averaging Schemes for Variational Inequalities and Systems of Equations.

Thomas L. Magnanti, Georgia Perakis

Math. Oper. Res., 1997

1995

A unifying geometric solution framework and complexity analysis for variational inequalities.

Thomas L. Magnanti, Georgia Perakis

Math. Program., 1995