← All authors Georgia Perakis Massachusetts Institute of Technology (from arXiv:2406.05633, 2024) · ORCID · OpenAlex
46 papers in scope · 45 published · 1 on the econ.EM arXiv · 2,223 citations · h-index 24 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Vivek F. Farias Andrew A. Li Tianyi Peng Esther Duflo Ruoxuan Xiong Susan Athey Mohsen Bayati Mert Demirer Stefan Wager Guido W. Imbens Markus Pelger Xinkun Nie Jushan Bai Victor Chernozhukov James M. Robins Serena Ng Christian Hansen Denis Chetverikov Whitney K. Newey Sadegh Shirani Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 46)
OM Forum—Supply Chain Management in the AI Era: A Vision Statement from the Operations Management Community
published 2026 · Manufacturing & Service Operations Management · 3 citations
with Maxime C. Cohen, Tinglong Dai, Narendra Agrawal, Gad Allon, Robert N. Boute, Gérard P. Cachon, Zhe Chen, Morris A. Cohen, Rares Cristian, Vinayak Deshpande, Francis de Véricourt, Jan C. Fransoo, …
Tight mixed-integer optimization formulations for prescriptive trees
published 2025 · Machine Learning · 1 citations · first circulated 2023
with Max Biggs, Max W. Biggs
Introduction: Frontiers in Operations
published 2024 · Manufacturing & Service Operations Management · 2 citations
working paper 2024 · arXiv
A Granular Approach to Optimal and Fair Patient Placement in Hospital Emergency Departments
published 2024 · Production and Operations Management · 7 citations
with Maureen M. Canellas, Dessislava A. Pachamanova, Omar Skali Lami, Asterios Tsiourvas
End-to-End Learning for Optimization via Constraint-Enforcing Approximators
published 2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 11 citations
with Rares Cristian, Pavithra Harsha, Brian Quanz, Ioannis Spantidakis
Dynamic Pricing with Unknown Nonparametric Demand and Limited Price Changes
published 2023 · Operations Research · 9 citations · first circulated 2019
with Divya Singhvi
Ancillary Services in Targeted Advertising: From Prediction to Prescription
published 2023 · Manufacturing & Service Operations Management · 8 citations · first circulated 2020
with Alison Borenstein, Ankit Mangal, Stefan Poninghaus, Divya Singhvi, Omar Skali Lami, Jiong Wei Lua
COVID-19: Prediction, Prevalence, and the Operations of Vaccine Allocation
published 2022 · Manufacturing & Service Operations Management · 21 citations
with Amine Bennouna, Joshua Joseph, David Nze Ndong, Divya Singhvi, Omar Skali Lami, Yannis Spantidakis, Leann Thayaparan, Asterios Tsiourvas
Constrained optimization of objective functions determined from random forests
published 2022 · Production and Operations Management · 26 citations
with Max Biggs, Rim Hariss
Care coordination for healthcare referrals under a shared‐savings program
published 2022 · Production and Operations Management · 19 citations
High-Low Promotion Policies for Peak-End Demand Models
published 2022 · Management Science · 8 citations
with Tamar Cohen-Hillel, Kiran Panchamgam
Pricing for Heterogeneous Products: Analytics for Ticket Reselling
published 2022 · Manufacturing & Service Operations Management · 17 citations · first circulated 2019
On a Variation of Two-Part Tariff Pricing of Services: A Data-Driven Approach
published 2022 · Manufacturing & Service Operations Management · 3 citations
with Charles Thraves
COVID‐19: A multiwave SIR‐based model for learning waves
published 2022 · Production and Operations Management · 38 citations
with Divya Singhvi, Omar Skali Lami, Leann Thayaparan
Distribution-Free Pricing
published 2022 · Manufacturing & Service Operations Management · 40 citations · first circulated 2017
with Hongqiao Chen, Ming Hu
Learning Personalized Product Recommendations with Customer Disengagement
published 2021 · Manufacturing & Service Operations Management · 33 citations · first circulated 2018
Consumer Surplus Under Demand Uncertainty
published 2021 · Production and Operations Management · 38 citations · first circulated 2017
with Maxime C. Cohen, Charles Thraves
Statement of the Manufacturing & Service Operations Management Journal
published 2021 · Manufacturing & Service Operations Management · 3 citations
Detecting Customer Trends for Optimal Promotion Targeting
published 2020 · Manufacturing & Service Operations Management · 33 citations · first circulated 2018
with Lennart Baardman, Setareh Borjian Boroujeni, Tamar Cohen-Hillel, Kiran Panchamgam
A Simple Rule for Pricing with Limited Knowledge of Demand
published 2020 · Management Science · 43 citations · first circulated 2015
with Maxime C. Cohen, Robert S. Pindyck
Promotion Optimization for Multiple Items in Supermarkets
published 2020 · Management Science · 39 citations
with Maxime C. Cohen, Jeremy J. Kalas
An Efficient Algorithm for Dynamic Pricing Using a Graphical Representation
published 2020 · Production and Operations Management · 13 citations · first circulated 2016
with Maxime C. Cohen, Swati Gupta, Jeremy J. Kalas
Strategic Capacity Planning Problems in Revenue‐Sharing Joint Ventures
published 2019 · Production and Operations Management · 25 citations
Data Analytics in Operations Management: A Review
published 2019 · Manufacturing & Service Operations Management · 181 citations
with Velibor V. Mišić
A Data-Driven Approach to Personalized Bundle Pricing and Recommendation
published 2019 · Manufacturing & Service Operations Management · 100 citations · first circulated 2018
with Markus Ettl, Pavithra Harsha, Anna Papush
Near-Optimality of Uniform Copayments for Subsidies and Taxes Allocation Problems
published 2019 · Operations Research · 5 citations
Leveraging Comparables for New Product Sales Forecasting
published 2018 · Production and Operations Management · 43 citations · first circulated 2017
with Lennart Baardman, Igor Levin, Divya Singhvi
Dynamic Pricing through Data Sampling
published 2018 · Production and Operations Management · 6 citations · first circulated 2013
with Maxime C. Cohen, Ruben Lobel
The Impact of Linear Optimization on Promotion Planning
published 2017 · Operations Research · 150 citations · first circulated 2014
with Maxime C. Cohen, Ngai-Hang Zachary Leung, Kiran Panchamgam, Anthony A. Smith
Technical Note—Nonlinear Pricing Competition with Private Capacity Information
published 2016 · Operations Research · 8 citations
with Hamid Nazerzadeh
The Data-Driven Newsvendor Problem: New Bounds and Insights
published 2015 · Operations Research · 277 citations
The Impact of a Target on Newsvendor Decisions
published 2014 · Manufacturing & Service Operations Management · 60 citations · first circulated 2012
with Lucy Gongtao Chen, Daniel Zhuoyu Long, Zhuoyu Long
Efficiency Analysis of Cournot Competition in Service Industries with Congestion
published 2014 · Management Science · 30 citations
with Wei Sun
Generalized Quantity Competition for Multiple Products and Loss of Efficiency
published 2012 · Operations Research · 23 citations · first circulated 2008
with Jonathan Kluberg
TECHNICAL NOTE—A Comparison of Bertrand and Cournot Profits in Oligopolies with Differentiated Products
published 2011 · Operations Research · 57 citations
with Amr Farahat
A nonnegative extension of the affine demand function and equilibrium analysis for multiproduct price competition
published 2010 · Operations Research Letters · 40 citations
with Amr Farahat
A Dynamic Travel Time Model for Spillback
published 2009 · Networks and Spatial Economics · 8 citations
with Soulaymane Kachani
Dynamic Pricing and Inventory Control: Uncertainty and Competition
published 2009 · Operations Research · 109 citations
with Elodie Adida
Robust Controls for Network Revenue Management
published 2009 · Manufacturing & Service Operations Management · 94 citations · first circulated 2007
with Guillaume Roels
Profit loss in differentiated oligopolies
published 2008 · Operations Research Letters · 30 citations
with Amr Farahat
Multiperiod Models with Capacities in Competitive Supply Chain
published 2008 · Production and Operations Management · 23 citations
with M. Zaretsky
Regret in the Newsvendor Model with Partial Information
published 2008 · Operations Research · 379 citations
with Guillaume Roels
The “Price of Anarchy” Under Nonlinear and Asymmetric Costs
published 2007 · Mathematics of Operations Research · 98 citations
An Analytical Model for Traffic Delays and the Dynamic User Equilibrium Problem
published 2006 · Operations Research · 38 citations
with Guillaume Roels
Fluid dynamics models and their applications in transportation and pricing
published 2004 · European Journal of Operational Research · 24 citations
with Soulaymane Kachani
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