Georgia Perakis

74 papers A* 6A 1B 1Journal 64Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Aligning Learning and Endogenous Decision-Making.
CoRR
Rares Cristian, Pavithra Harsha, Georgia Perakis, Brian Quanz
2025 J jnl
Causal LLM Routing: End-to-End Regret Minimization from Observational Data.
CoRR
Asterios Tsiourvas, Wei Sun, Georgia Perakis
2025 J jnl
CoRe: Coherency Regularization for Hierarchical Time Series.
CoRR
Rares Cristian, Pavithra Harhsa, Georgia Perakis, Brian Quanz
2025 J jnl
Efficient End-to-End Learning for Decision-Making: A Meta-Optimization Approach.
CoRR
Rares Cristian, Pavithra Harsha, Georgia Perakis, Brian Quanz
2025 J jnl
Learning the Minimal Representation of a Continuous State-Space Markov Decision Process from Transition Data.
Manag. Sci.
Amine Bennouna, Dessislava Pachamanova, Georgia Perakis, Omar Skali Lami
2025 J jnl
Modular and Adaptive Conformal Prediction for Sequential Models via Residual Decomposition.
CoRR
William Zhang, Saurabh Amin, Georgia Perakis
2025 J jnl
Tight mixed-integer optimization formulations for prescriptive trees.
Mach. Learn.
Max Biggs, Georgia Perakis
2024 A* conf
A Discretization Framework for Robust Contextual Stochastic Optimization.
ICLR
Rares Cristian, Georgia Perakis
2024 J jnl
Dynamic Pricing with Unknown Nonparametric Demand and Limited Price Changes.
Oper. Res.
Georgia Perakis, Divya Singhvi
2024 J jnl
Heterogeneous Treatment Effects in Panel Data.
CoRR
Retsef Levi, Elisabeth Paulson, Georgia Perakis, Emily Zhang
2024 J jnl
Inter-Series Transformer: Attending to Products in Time Series Forecasting.
CoRR
Rares Cristian, Pavithra Harsha, Clemente Ocejo, Georgia Perakis, Brian Quanz, Ioannis Spantidakis, Hamza Zerhouni
2024 J jnl
Introduction: Frontiers in Operations.
Manuf. Serv. Oper. Manag.
Georgia Perakis
2024 A* conf
Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time Series.
ICML
Asterios Tsiourvas, Wei Sun, Georgia Perakis, Pin-Yu Chen, Yada Zhu
2024 A conf
Manifold-Aligned Counterfactual Explanations for Neural Networks.
AISTATS
Asterios Tsiourvas, Wei Sun, Georgia Perakis
2024 A* conf
Overcoming the Optimizer's Curse: Obtaining Realistic Prescriptions from Neural Networks.
ICML
Asterios Tsiourvas, Georgia Perakis
2023 J jnl
Ancillary Services in Targeted Advertising: From Prediction to Prescription.
Manuf. Serv. Oper. Manag.
Alison Borenstein, Ankit Mangal, Georgia Perakis, Stefan Poninghaus, Divya Singhvi, Omar Skali Lami, Jiong Wei Lua
2023 J jnl
COVID-19: Prediction, Prevalence, and the Operations of Vaccine Allocation.
Manuf. Serv. Oper. Manag.
Amine Bennouna, Joshua Joseph, David Nze-Ndong, Georgia Perakis, Divya Singhvi, Omar Skali Lami, Yannis Spantidakis, Leann Thayaparan, Asterios Tsiourvas
2023 J jnl
Detecting Customer Trends for Optimal Promotion Targeting.
Manuf. Serv. Oper. Manag.
Lennart Baardman, Setareh Borjian Boroujeni, Tamar Cohen-Hillel, Kiran Panchamgam, Georgia Perakis
2023 A* conf
End-to-End Learning for Optimization via Constraint-Enforcing Approximators.
AAAI
Rares Cristian, Pavithra Harsha, Georgia Perakis, Brian Leo Quanz, Ioannis Spantidakis
2023 J jnl
High-Low Promotion Policies for Peak-End Demand Models.
Manag. Sci.
Tamar Cohen-Hillel, Kiran Panchamgam, Georgia Perakis
2023 J jnl
Robust Pricing and Production with Information Partitioning and Adaptation.
Manag. Sci.
Georgia Perakis, Melvyn Sim, Qinshen Tang, Peng Xiong
2023 J jnl
The role of optimization in some recent advances in data-driven decision-making.
Math. Program.
Lennart Baardman, Rares Cristian, Georgia Perakis, Divya Singhvi, Omar Skali Lami, Leann Thayaparan
2023 J jnl
Tightness of prescriptive tree-based mixed-integer optimization formulations.
CoRR
Max Biggs, Georgia Perakis
2022 J jnl
Distribution-Free Pricing.
Manuf. Serv. Oper. Manag.
Hongqiao Chen, Ming Hu, Georgia Perakis
2022 J jnl
Learning Personalized Product Recommendations with Customer Disengagement.
Manuf. Serv. Oper. Manag.
Hamsa Bastani, Pavithra Harsha, Georgia Perakis, Divya Singhvi
2022 J jnl
On a Variation of Two-Part Tariff Pricing of Services: A Data-Driven Approach.
Manuf. Serv. Oper. Manag.
Georgia Perakis, Charles Thraves
2022 J jnl
Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling.
CoRR
Georgia Perakis, Asterios Tsiourvas
2021 J jnl
A Simple Rule for Pricing with Limited Knowledge of Demand.
Manag. Sci.
Maxime C. Cohen, Georgia Perakis, Robert S. Pindyck
2021 J jnl
Promotion Optimization for Multiple Items in Supermarkets.
Manag. Sci.
Maxime C. Cohen, Jeremy J. Kalas, Georgia Perakis
2021 J jnl
Statement of the
Manuf. Serv. Oper. Manag.
Georgia Perakis
2020 J jnl
A Data-Driven Approach to Personalized Bundle Pricing and Recommendation.
Manuf. Serv. Oper. Manag.
Markus Ettl, Pavithra Harsha, Anna Papush, Georgia Perakis
2020 J jnl
Data Analytics in Operations Management: A Review.
Manuf. Serv. Oper. Manag.
Velibor V. Misic, Georgia Perakis
2019 J jnl
Consumer Subsidies with a Strategic Supplier: Commitment vs. Flexibility.
Manag. Sci.
Jonathan Chemama, Maxime C. Cohen, Ruben Lobel, Georgia Perakis
2019 J jnl
Near-Optimality of Uniform Copayments for Subsidies and Taxes Allocation Problems.
Oper. Res.
Retsef Levi, Georgia Perakis, Gonzalo Romero
2019 J jnl
Scheduling Promotion Vehicles to Boost Profits.
Manag. Sci.
Lennart Baardman, Maxime C. Cohen, Kiran Panchamgam, Georgia Perakis, Danny Segev
2018 J jnl
The MIT Leaders for Global Operations Program.
Interfaces
Georgia Perakis, Donald B. Rosenfield
2017 J jnl
On the Effectiveness of Uniform Subsidies in Increasing Market Consumption.
Manag. Sci.
Retsef Levi, Georgia Perakis, Gonzalo Romero
2017 J jnl
The Impact of Linear Optimization on Promotion Planning.
Oper. Res.
Maxime C. Cohen, Ngai-Hang Z. Leung, Kiran Panchamgam, Georgia Perakis, Anthony Smith
2016 A* conf
Pricing with Limited Knowledge of Demand.
EC
Maxime C. Cohen, Georgia Perakis, Robert S. Pindyck
2016 J jnl
Technical Note - Nonlinear Pricing Competition with Private Capacity Information.
Oper. Res.
Hamid Nazerzadeh, Georgia Perakis
2016 J jnl
The Impact of Demand Uncertainty on Consumer Subsidies for Green Technology Adoption.
Manag. Sci.
Maxime C. Cohen, Ruben Lobel, Georgia Perakis
2015 J jnl
The Data-Driven Newsvendor Problem: New Bounds and Insights.
Oper. Res.
Retsef Levi, Georgia Perakis, Joline Uichanco
2015 J jnl
The Impact of a Target on Newsvendor Decisions.
Manuf. Serv. Oper. Manag.
Lucy Gongtao Chen, Daniel Zhuoyu Long, Georgia Perakis
2014 J jnl
A continuous knapsack problem with separable convex utilities: Approximation algorithms and applications.
Oper. Res. Lett.
Retsef Levi, Georgia Perakis, Gonzalo Romero
2014 J jnl
Business Analytics for Flexible Resource Allocation Under Random Emergencies.
Manag. Sci.
Mallik Angalakudati, Siddharth Balwani, Jorge Calzada, Bikram Chatterjee, Georgia Perakis, Nicolas Raad, Joline Uichanco
2014 J jnl
Efficiency Analysis of Cournot Competition in Service Industries with Congestion.
Manag. Sci.
Georgia Perakis, Wei Sun
2014 J jnl
Efficient formulations for pricing under attraction demand models.
Math. Program.
Philipp W. Keller, Retsef Levi, Georgia Perakis
2014 J jnl
The effect of supplier capacity on the supply chain profit.
Ann. Oper. Res.
Elodie Adida, Georgia Perakis
2012 J jnl
Generalized Quantity Competition for Multiple Products and Loss of Efficiency.
Oper. Res.
L. Jonathan Kluberg, Georgia Perakis
2012 J jnl
Price of anarchy for supply chains with partial positive externalities.
Oper. Res. Lett.
Georgia Perakis, Wei Sun
2011 A* conf
Menu pricing competition and a common agency with informed principals.
EC
Hamid Nazerzadeh, Georgia Perakis
2011 J jnl
On the efficiency of price competition.
Oper. Res. Lett.
Amr Farahat, Georgia Perakis
2011 J jnl
Technical Note - A Comparison of Bertrand and Cournot Profits in Oligopolies with Differentiated Products.
Oper. Res.
Amr Farahat, Georgia Perakis
2010 J jnl
A nonnegative extension of the affine demand function and equilibrium analysis for multiproduct price competition.
Oper. Res. Lett.
Amr Farahat, Georgia Perakis
2010 J jnl
Dynamic Pricing and Inventory Control: Uncertainty and Competition.
Oper. Res.
Elodie Adida, Georgia Perakis
2010 J jnl
Dynamic pricing and inventory control: robust vs. stochastic uncertainty models - a computational study.
Ann. Oper. Res.
Elodie Adida, Georgia Perakis
2010 — conf
Loss of coordination in a competitive supply chain with pre-orders and endogenous pricing.
BQGT
Georgia Perakis, Wei Sun
2010 J jnl
Robust Controls for Network Revenue Management.
Manuf. Serv. Oper. Manag.
Georgia Perakis, Guillaume Roels
2009 J jnl
Profit loss in differentiated oligopolies.
Oper. Res. Lett.
Amr Farahat, Georgia Perakis
2008 — conf
Generalized quantity competition for multiple products and loss of efficiency.
Allerton
L. Jonathan Kluberg, Georgia Perakis
2008 J jnl
Regret in the Newsvendor Model with Partial Information.
Oper. Res.
Georgia Perakis, Guillaume Roels
2007 J jnl
The "Price of Anarchy" Under Nonlinear and Asymmetric Costs.
Math. Oper. Res.
Georgia Perakis
2007 J jnl
The Price of Anarchy in Supply Chains: Quantifying the Efficiency of Price-Only Contracts.
Manag. Sci.
Georgia Perakis, Guillaume Roels
2006 J jnl
A Robust Optimization Approach to Dynamic Pricing and Inventory Control with no Backorders.
Math. Program.
Elodie Adida, Georgia Perakis
2006 J jnl
A Robust SQP Method for Mathematical Programs with Linear Complementarity Constraints.
Comput. Optim. Appl.
Xinwei Liu, Georgia Perakis, Jie Sun
2006 J jnl
An Analytical Model for Traffic Delays and the Dynamic User Equilibrium Problem.
Oper. Res.
Georgia Perakis, Guillaume Roels
2006 J jnl
Competitive Multi-period Pricing for Perishable Products: A Robust Optimization Approach.
Math. Program.
Georgia Perakis, Anshul Sood
2006 J jnl
Fluid dynamics models and their applications in transportation and pricing.
Eur. J. Oper. Res.
Soulaymane Kachani, Georgia Perakis
2006 J jnl
Solving asymmetric variational inequalities via convex optimization.
Oper. Res. Lett.
Michele Aghassi, Dimitris Bertsimas, Georgia Perakis
2004 J jnl
Solving variational inequality and fixed point problems by line searches and potential optimization.
Math. Program.
Thomas L. Magnanti, Georgia Perakis
2004 B conf
The Price of Anarchy when Costs Are Non-separable and Asymmetric.
IPCO
Georgia Perakis
1997 J jnl
Averaging Schemes for Variational Inequalities and Systems of Equations.
Math. Oper. Res.
Thomas L. Magnanti, Georgia Perakis
1997 J jnl
The Orthogonality Theorem and the Strong-f-Monotonicity Condition for Variational Inequality Algorithms.
SIAM J. Optim.
Thomas L. Magnanti, Georgia Perakis
1995 J jnl
A unifying geometric solution framework and complexity analysis for variational inequalities.
Math. Program.
Thomas L. Magnanti, Georgia Perakis