Research

Slide4

Empirical Bounds on Linear Regions of Deep Rectifier Networks

Under review
With Srikumar Ramalingam
[arxiv preprint]

Bounding and Counting Linear Regions of Deep Neural Networks

ICML 2018
With Christian Tjandraatmadja and Srikumar Ramalingam
Princeton Day of Optimization 2018 Best Poster Award
[MIP 2018 poster][arxiv preprint]

How Could Polyhedral Theory Harness Deep Learning?

SciML 2018 workshop, US Department of Energy
With Christian Tjandraatmadja and Srikumar Ramalingam
[arxiv preprint]

Slide1

Seamless Multimodal Transportation Scheduling

Under review
With Arvind Raghunathan, David Bergman, John Hooker, and Shingo Kobori
[arxiv preprint]

The Integrated Last-Mile Transportation Problem (ILMTP)

ICAPS 2018
With Arvind Raghunathan, David Bergman, John Hooker, and Shingo Kobori
[Proceedings]

The Offshore Resources Scheduling Problem: Detailing a Constraint Programming Approach

CP 2012
With Gilberto Nishioka and Fernando Marcellino
[Preprint]

Slide2

When Lift-and-Project Cuts are Different

Under review
With Egon Balas
[arxiv preprint]

Reformulating the Disjunctive Cut Generating Linear Program

Under review
(Single author)
Winner of the INFORMS 2016 Poster Competition
[MIP 2016 poster] [Talk at Northeastern University]

Slide3

Compact Representation of Near-Optimal Integer Programming Solutions

Under review
With John Hooker
[Talk at MOPTA 2016][OO preprint]

Branching With Less Repetition

Working paper
(Single author)
[MIP 2017 poster]