← All authors Andrea Lodi École Polytechnique (from arXiv:2101.10249, 2021) · ORCID · OpenAlex
62 papers in scope · 61 published · 2 on the econ.EM arXiv · 4,537 citations · h-index 23 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Muhammad Jehangir Amjad Devavrat Shah Dennis Shen Yingjie Feng Rocío Titiunik Matias D. Cattaneo Anish Agarwal Vishal Misra Keegan Harris Muhummad Amjad Zhiwei Steven Wu Greta Laage Guillaume Rabusseau Emma Frejinger Guido W. Imbens Jared Amani Greathouse Jason Coupet Mani Bayani Samhitha Narasipura Daniel Hsu 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 (2 of 62)
Chance-constrained battery management for electric bus scheduling
published 2026 · European Journal of Operational Research
with Léa Ricard, Guy Desaulniers, Louis-Martin Rousseau
SMiLE: Provably Enforcing Global Relational Properties in Neural Networks
published 2026 · Proceedings of the AAAI Conference on Artificial Intelligence · first circulated 2025
with Matteo Francobaldi, Michele Lombardi
Note from the Editor
published 2026 · INFORMS journal on computing
Capacity Planning in Stable Matching
published 2025 · Operations Research · 1 citations · first circulated 2021
with Federico Bobbio, Margarida Carvalho, Ignacio Ríos, Alfredo Torrico, Ignacio Rios
The Cut-and-Play Algorithm: Computing Nash Equilibria via Outer Approximations
published 2025 · Operations Research · 3 citations
with Margarida Carvalho, Gabriele Dragotto, Sriram Sankaranarayanan
Integer Programming Games
published 2025 · 1 citations
with Margarida Carvalho, Gabriele Dragotto, Sriram Sankaranarayanan
Software and Data for "Capacity Planning in Stable Matching"
published 2025 · Operations Research
with Federico Bobbio, Margarida Carvalho, Ignacio Ríos, Alfredo Torrico
Machine learning augmented branch and bound for mixed integer linear programming
published 2024 · Mathematical Programming · 25 citations
with Lara Scavuzzo, Karen Aardal, Neil Yorke-Smith
Implementing a Hierarchical Deep Learning Approach for Simulating Multilevel Auction Data
published 2024 · Computational Economics · 3 citations · first circulated 2022
with Igor Sadoune, Marcelin Joanis
Dynamic rebalancing optimization for bike-sharing systems: A modeling framework and empirical comparison
published 2024 · European Journal of Operational Research · 25 citations
with Jiaqi Liang, Sanjay Dominik Jena
Increasing schedule reliability in the multiple depot vehicle scheduling problem with stochastic travel time
published 2024 · Omega · 13 citations
with Léa Ricard, Guy Desaulniers, Louis-Martin Rousseau
Recovering Dantzig–Wolfe Bounds by Cutting Planes
published 2024 · Operations Research · 3 citations · first circulated 2023
with Rui Chen, Oktay Günlük
When Nash Meets Stackelberg
published 2023 · Management Science · 9 citations · first circulated 2019
with Margarida Carvalho, Gabriele Dragotto, Felipe Feijoo, Sriram Sankaranarayanan
Deep Neural Networks Pruning via the Structured Perspective Regularization
published 2023 · SIAM Journal on Mathematics of Data Science · 3 citations · first circulated 2022
with Matteo Cacciola, Antonio Frangioni, Xinlin Li
A framework for fair decision-making over time with time-invariant utilities
published 2023 · European Journal of Operational Research · 9 citations · first circulated 2022
with Sriram Sankaranarayanan, Guanyi Wang
An Exact Method for (Constrained) Assortment Optimization Problems with Product Costs
published 2023 · INFORMS journal on computing · 3 citations · first circulated 2021
with Markus Leitner, Roberto Roberti, Claudio Sole
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning
published 2023 · INFORMS journal on computing · 17 citations · first circulated 2022
A machine learning framework for neighbor generation in metaheuristic search
published 2023 · Frontiers in Applied Mathematics and Statistics · 6 citations · first circulated 2022
with Defeng Liu, Vincent Perreault, Alain Hertz
Cutting Planes from the Branch-and-Bound Tree: Challenges and Opportunities
published 2022 · INFORMS journal on computing · 10 citations
with Claudio Contardo, Andrea Tramontani
Learning to Search in Local Branching
published 2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 23 citations
with Defeng Liu, Matteo Fischetti
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers
published 2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 34 citations
with Elias B. Khalil, Christopher G. Morris
A theoretical and computational equilibria analysis of a multi-player kidney exchange program
published 2022 · European Journal of Operational Research · 19 citations
with Margarida Carvalho
A Classifier to Decide on the Linearization of Mixed-Integer Quadratic Problems in CPLEX
published 2022 · Operations Research · 37 citations
with Pierre Bonami, Giulia Zarpellon
Computing equilibria for integer programming games
published 2022 · European Journal of Operational Research · 22 citations
with Margarida Carvalho, João Pedro Pedroso
Predicting the probability distribution of bus travel time to measure the reliability of public transport services
published 2022 · Transportation Research Part C Emerging Technologies · 32 citations
with Léa Ricard, Guy Desaulniers, Louis-Martin Rousseau
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs
published 2022 · Operations Research · 13 citations · first circulated 2018
with Borzou Rostami, Fausto Errico
published 2022 · INFORMS journal on computing · 7 citations · first circulated 2021
with Sanjay Dominik Jena, Claudio Sole, Claudio V. Sole
A data-driven approach to include availability of ICU beds in the planning of the operating room
published 2022 · Omega · 14 citations
with Anne Marie Augustin, Philippe Jouvet, Nadia Lahrichi, Rousseau LM
Single Allocation Hub Location with Heterogeneous Economies of Scale
published 2021 · Operations Research · 8 citations
with Borzou Rostami, Masoud Chitsaz, Okan Arslan, Gilbert Laporte
Code and Data Repository for JANOS: An Integrated Predictive and Prescriptive Modeling Framework
published 2021 · INFORMS journal on computing · 1 citations
with David Bergman, Teng Huang, Philip C. Brooks, Arvind U. Raghunathan
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information
published 2021 · INFORMS journal on computing · 32 citations
JANOS: An Integrated Predictive and Prescriptive Modeling Framework
published 2021 · INFORMS journal on computing · 46 citations
with David Bergman, Teng Huang, Philip C. Brooks, Arvind U. Raghunathan
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies
published 2021 · Proceedings of the AAAI Conference on Artificial Intelligence · 53 citations
with Giulia Zarpellon, Jason Jo, Yoshua Bengio
Branch-Price-and-Cut Algorithms for the Vehicle Routing Problem with Stochastic and Correlated Travel Times
published 2021 · Operations Research · 22 citations
with Borzou Rostami, Guy Desaulniers, Fausto Errico
Multilevel Approaches for the Critical Node Problem
published 2021 · Operations Research · 40 citations
with Andrea Baggio, Margarida Carvalho, Andrea Tramontani
working paper 2021 · arXiv · 1 citations
The Quadratic Multiknapsack Problem with Conflicts and Balance Constraints
published 2020 · INFORMS journal on computing · 9 citations
with Philippe Olivier, Gilles Pesant
A Partially Ranked Choice Model for Large-Scale Data-Driven Assortment Optimization
published 2020 · 20 citations
with Sanjay Dominik Jena, Hugo Palmer, Claudio Sole
Machine learning for combinatorial optimization: A methodological tour d’horizon
published 2020 · European Journal of Operational Research · 1362 citations · first circulated 2018
with Yoshua Bengio, Antoine Prouvost
A multicut outer-approximation approach for competitive facility location under random utilities
published 2020 · European Journal of Operational Research · 66 citations
Adverse Event Prediction by Telemonitoring and Deep Learning
published 2020 · Springer proceedings in mathematics & statistics
with Antoine Prouvost, Louis-Martin Rousseau, Jonathan Vallée
A Decentralized Framework for the Optimal Coordination of Distributed Energy Resources
published 2018 · IEEE Transactions on Power Systems · 48 citations
with Miguel F. Anjos, Mathieu Tanneau
Existence of Nash Equilibria on Integer Programming Games
published 2018 · Springer proceedings in mathematics & statistics · 15 citations
with Margarida Carvalho, João Pedro Pedroso
Bilevel Knapsack with Interdiction Constraints
published 2016 · INFORMS journal on computing · 97 citations
with Alberto Caprara, Margarida Carvalho, Gerhard J. Woeginger
Needs forecast and fund allocation of medical specialty positions in Emilia-Romagna (Italy) by system dynamics and integer programming
published 2015 · Health Systems · 13 citations
with Paolo Tubertini, Roberto Grilli, Angelina Mazzocchetti, Corrado Ruozi, Francesca Senese
Emergency Department Management in Lazio, Italy
published 2015 · Omega · 28 citations
with Gianmaria Leo, Paolo Tubertini, Mirko Di Martino
Mathematical programming techniques in water network optimization” [Eur. J. Oper. Res. 243 (2015) 774–788
published 2014 · European Journal of Operational Research · 153 citations
with Claudia D’Ambrosio, Sven Wiese, Cristiana Bragalli
Single-commodity robust network design problem: Complexity, instances and heuristic solutions
published 2014 · European Journal of Operational Research · 11 citations
with Eduardo Álvarez-Miranda, Valentina Cacchiani, Tiziano Parriani, Daniel R. Schmidt
Optimistic MILP modeling of non-linear optimization problems
published 2014 · European Journal of Operational Research · 11 citations
with Riccardo Rovatti, Claudia D’Ambrosio, Silvano Martello
Generation of Antipodal Random Vectors With Prescribed Non-Stationary 2-nd Order Statistics
published 2014 · IEEE Transactions on Signal Processing · 17 citations
with Alberto Caprara, Fabio Furini, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Efficient Two-Dimensional Data Allocation in IEEE 802.16 OFDMA
published 2013 · IEEE/ACM Transactions on Networking · 17 citations · first circulated 2010
with Claudio Cicconetti, Luciano Lenzini, Silvano Martello, Enzo Mingozzi, Michele Monaci
On the Practical Strength of Two-Row Tableau Cuts
published 2013 · INFORMS journal on computing · 15 citations
with Santanu S. Dey, Andrea Tramontani, Laurence A. Wolsey
A Time Bucket Formulation for the Traveling Salesman Problem with Time Windows
published 2010 · INFORMS journal on computing · 86 citations
with Sanjeeb Dash, Oktay Günlük, Andrea Tramontani
An MILP Approach for Short-Term Hydro Scheduling and Unit Commitment With Head-Dependent Reservoir
published 2008 · IEEE Transactions on Power Systems · 327 citations
with Alberto Borghetti, Claudia D’Ambrosio, Silvano Martello
Discrepancy-Based Additive Bounding Procedures
published 2006 · INFORMS journal on computing · 4 citations
with Michela Milano, Louis-Martin Rousseau
A Hybrid Exact Algorithm for the TSPTW
published 2002 · INFORMS journal on computing · 137 citations
with Filippo Focacci, Michela Milano
Two-dimensional packing problems: A survey
published 2002 · European Journal of Operational Research · 833 citations
with Silvano Martello, Michele Monaci
Heuristic algorithms for the three-dimensional bin packing problem
published 2002 · European Journal of Operational Research · 188 citations
with Silvano Martello, Daniele Vigo
Exact and heuristic algorithms for data sets reconstruction
published 2000 · European Journal of Operational Research
with Daniele Vigo, Cinzia Zannoni
An evolutionary heuristic for quadratic 0–1 programming
published 1999 · European Journal of Operational Research · 95 citations
with Kim Allemand, Thomas M. Liebling
Heuristic and Metaheuristic Approaches for a Class of Two-Dimensional Bin Packing Problems
published 1999 · INFORMS journal on computing · 342 citations
with Silvano Martello, Daniele Vigo
Approximation algorithms for the oriented two-dimensional bin packing problem
published 1999 · European Journal of Operational Research · 108 citations
with Silvano Martello, Daniele Vigo
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