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20232026
most citedOn Sparse Canonical Correlation Analysis

1 citations · 3 across the 19 of their papers we have counts for

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6 papers · 1 filter

math.OC2025

Strengthening Dual Bounds for Multicommodity Capacitated Network Design with Unsplittable Flow Constraints

Lacy M. Greening, Santanu S. Dey, Alan L. Erera

Multicommodity capacitated network design (MCND) models can be used to optimize the consolidation of shipments within e-commerce fulfillment networks. In practice, fulfillment netw…

math.OC2025

Extreme Strong Branching for QCQPs

Santanu S. Dey, Dahye Han, Yang Wang

For mixed-integer programs (MIPs), strong branching is a highly effective variable selection method to reduce the number of nodes in the branch-and-bound algorithm. Extending it to…

math.OC2025

Convexification of a Separable Function over a Polyhedral Ground Set

Santanu S. Dey, Burak Kocuk

In this paper, we study the set , where and the ground set is a nonempty…

math.OC2025

Geoffrion's theorem beyond finiteness and rationality

Santanu S. Dey, Frédéric Meunier, Diego Moran Ramirez

Geoffrion's theorem is a fundamental result from mathematical programming assessing the quality of Lagrangian relaxation, a standard technique to get bounds for integer programs. A…

math.OC2025

A second-order cone representable class of nonconvex quadratic programs

Santanu S. Dey, Aida Khajavirad

We consider the problem of minimizing a sparse nonconvex quadratic function over the unit hypercube. By developing an extension of the Reformulation-Linearization Technique (RLT) t…

math.OC2025

Improving Full Strong Branching Decisions by Incorporating Additional Information

Prachi Shah, Santanu S. Dey

The full strong branching (FSB) rule is well known to produce extremely small branch-and-bound trees. This rule guides branching decisions based exclusively on the information rega…