David Bergman
Associate Professor/Operations and Info Management
Scholarly Contributions

55 Scholarly Contributions

29
Journal Articles
15
Conference Proceedings
10
Poster/Presentations
1
Other Scholarly Work
Optimizing over an ensemble of trained neural networks
2023
Carlos Cardonha, Leonardo Lozano, Keliang Wang, David Bergman
Research Type: Journal Article

Optimizing the expected maximum of two linear functions defined on a multivariate Gaussian distribution
2022
David Bergman, Carlos Cardonha, Leonardo Lozano, Jason Imbrogno
Research Type: Journal Article

On the minimum chordal completion polytope
2019
Carlos Cardonha, Arvind U. Raghunathan, Andre A. Cire, David Bergman
Research Type: Journal Article

Lagrangian Bounds from Decision Diagrams
2015
Andre A Cire, Willem-Jan van Hoeve, David Bergman
Research Type: Journal Article

New Techniques for Discrete Optimization
2015
David Bergman
Research Type: Journal Article

BDD-based heuristics for binary optimization
2014
Willem-Jan van Hoeve, Andre A Cire, Tallys Yunes, David Bergman
Research Type: Journal Article

Graph Coloring Inequalities from All-different Systems
2014
J N Hooker, David Bergman
Research Type: Journal Article

Optimization Bounds from Binary Decision Diagrams
2014
J N Hooker, Andre A. Cire, Willem-Jan van Hoeve, David Bergman
Research Type: Journal Article

Consistent Routing with Simultaneous Pickups and Deliveries
David Bergman, Robert Day, Mohsen Emadihiav
Research Type: Journal Article

Optimization for Maximizing the Expected Value of Order Statistics
Jason Imbrogno, Leonardo Lozano, David Bergman, Carlos Cardonha
Research Type: Journal Article

A Decision Support Framework for Integrated Lane Identification and Long-Term Backhaul Collaboration using Spatial Analytics and Optimization
Mohsen Emadikhiav, Robert Day, Sudip Bhattacharjee, David Bergman
Research Type: Journal Article

Running (on) Empty: Designing a Sustainable Backhaul Framework using Telematics Sensor Data and Analytics
Mohsen Emadikhiav, Sudip Bhattacharjee, Robert Day, David Bergman
Research Type: Journal Article

Predictive and Prescriptive Analytics for Location Selection of Add-on Retail Products
David Bergman, Teng Huang, Ram D. Gopal
Research Type: Journal Article

Balancing stability and efficiency in team formation as a generalized roommate problem
David Bergman, Robert Day, Hoda Atef Yekta
Research Type: Journal Article

JANOS: An Integrated Predictive and PrescriptiveModeling Framework
Arvind Raghunathan, Phil Brooks, Teng Huang, David Bergman, Andrea Lodi
Research Type: Journal Article

An Exact Algorithm for the Quadratic Multiknapsack Problem with an Application to Event Seating
David Bergman
Research Type: Journal Article

On the Consistent Path Problem.
David Bergman, J Cole Smith, Leonardo Lozano
Research Type: Journal Article

Template-based Minor Embedding for Adiabatic Quantum Optimization. INFORMS Journal on Computing
Arvind Raghunathan, David Bergman, Thiago Serra, Teng Huang
Research Type: Journal Article

Algorithms for the Bin Packing Problem with Minimum Color Fragmentation
Saharnaz Mehrani, Carlos Cardonha, David Bergman
Research Type: Journal Article

Maximizing student opportunities for in-person classes under pandemic capacity reductions
David Bergman, Carlos Cardonha, Carlos Cardonha
Research Type: Journal Article