Santanu Subhas Dey

Orcid: 0000-0003-0294-8287

Affiliations:
  • Georgia Institute of Technology, Atlanta, GA, USA


According to our database1, Santanu Subhas Dey authored at least 81 papers between 2007 and 2024.

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Bibliography

2024
A theoretical and computational analysis of full strong-branching.
Math. Program., May, 2024

Aggregations of Quadratic Inequalities and Hidden Hyperplane Convexity.
SIAM J. Optim., March, 2024

2023
Solving sparse principal component analysis with global support.
Math. Program., May, 2023

Lower bounds on the size of general branch-and-bound trees.
Math. Program., March, 2023

Lifting convex inequalities for bipartite bilinear programs.
Math. Program., February, 2023

Special Issue: Integer Programming and Combinatorial Optimization (IPCO) 2021.
Math. Program., February, 2023

Branch-and-bound solves random binary IPs in poly(n)-time.
Math. Program., 2023

2022
On Obtaining the Convex Hull of Quadratic Inequalities via Aggregations.
SIAM J. Optim., 2022

Cutting Plane Generation through Sparse Principal Component Analysis.
SIAM J. Optim., 2022

Hyperbolic Relaxation of $k$-Locally Positive Semidefinite Matrices.
SIAM J. Optim., 2022

Lower bound on size of branch-and-bound trees for solving lot-sizing problem.
Oper. Res. Lett., 2022

Special Issue: Global Solution of Integer, Stochastic and Nonconvex Optimization Problems.
Math. Program., 2022

Sparse PSD approximation of the PSD cone.
Math. Program., 2022

Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA.
Oper. Res., 2022

A Scalable Lower Bound for the Worst-Case Relay Attack Problem on the Transmission Grid.
INFORMS J. Comput., 2022

Node-based valid inequalities for the optimal transmission switching problem.
Discret. Optim., 2022

Complexity of training ReLU neural network.
Discret. Optim., 2022

2021
Branch-and-Bound Solves Random Binary IPs in Polytime.
Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021

2020
Approximation Algorithms for Training One-Node ReLU Neural Networks.
IEEE Trans. Signal Process., 2020

The Convex Hull of a Quadratic Constraint over a Polytope.
SIAM J. Optim., 2020

Subset Selection in Sparse Matrices.
SIAM J. Optim., 2020

Exact Augmented Lagrangian Duality for Mixed Integer Quadratic Programming.
SIAM J. Optim., 2020

Convexifications of rank-one-based substructures in QCQPs and applications to the pooling problem.
J. Glob. Optim., 2020

Optimization-Driven Scenario Grouping.
INFORMS J. Comput., 2020

Branch-and-Bound Solves Random Binary Packing IPs in Polytime.
CoRR, 2020

Upper bounds for Model-Free Row-Sparse Principal Component Analysis.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
Lower Bounds on the Lattice-Free Rank for Packing and Covering Integer Programs.
SIAM J. Optim., 2019

Nonunique Lifting of Integer Variables in Minimal Inequalities.
SIAM J. Discret. Math., 2019

2018
Improving the Randomization Step in Feasibility Pump.
SIAM J. Optim., 2018

The strength of multi-row aggregation cuts for sign-pattern integer programs.
Oper. Res. Lett., 2018

Matrix minor reformulation and SOCP-based spatial branch-and-cut method for the AC optimal power flow problem.
Math. Program. Comput., 2018

Theoretical challenges towards cutting-plane selection.
Math. Program., 2018

Aggregation-based cutting-planes for packing and covering integer programs.
Math. Program., 2018

Analysis of Sparse Cutting Planes for Sparse MILPs with Applications to Stochastic MILPs.
Math. Oper. Res., 2018

Beating the SDP bound for the floor layout problem: a simple combinatorial idea.
INFOR Inf. Syst. Oper. Res., 2018

Strong mixed-integer formulations for the floor layout problem.
INFOR Inf. Syst. Oper. Res., 2018

2017
Mixed-integer quadratic programming is in NP.
Math. Program., 2017

Bounding the gap between the McCormick relaxation and the convex hull for bilinear functions.
Math. Program., 2017

Relaxations and discretizations for the pooling problem.
J. Glob. Optim., 2017

Some cut-generating functions for second-order conic sets.
Discret. Optim., 2017

2016
Closedness of Integer Hulls of Simple Conic Sets.
SIAM J. Discret. Math., 2016

On a cardinality-constrained transportation problem with market choice.
Oper. Res. Lett., 2016

A Cycle-Based Formulation and Valid Inequalities for DC Power Transmission Problems with Switching.
Oper. Res., 2016

Strong SOCP Relaxations for the Optimal Power Flow Problem.
Oper. Res., 2016

Improving the Integer L-Shaped Method.
INFORMS J. Comput., 2016

Strengthened bounds for the probability of k-out-of-n events.
Discret. Appl. Math., 2016

2015
Some lower bounds on sparse outer approximations of polytopes.
Oper. Res. Lett., 2015

Approximating polyhedra with sparse inequalities.
Math. Program., 2015

Forbidden Vertices.
Math. Oper. Res., 2015

Analysis of MILP Techniques for the Pooling Problem.
Oper. Res., 2015

On the transportation problem with market choice.
Discret. Appl. Math., 2015

2014
Design and verify: a new scheme for generating cutting-planes.
Math. Program., 2014

On the Chvátal-Gomory closure of a compact convex set.
Math. Program., 2014

Semi-continuous network flow problems.
Math. Program., 2014

Covering Linear Programming with Violations.
INFORMS J. Comput., 2014

On the Practical Strength of Two-Row Tableau Cuts.
INFORMS J. Comput., 2014

On a Cardinality-Constrained Transportation Problem With Market Choice.
CoRR, 2014

How Good Are Sparse Cutting-Planes?
Proceedings of the Integer Programming and Combinatorial Optimization, 2014

2013
Solving Mixed Integer Bilinear Problems Using MILP Formulations.
SIAM J. Optim., 2013

Some properties of convex hulls of integer points contained in general convex sets.
Math. Program., 2013

A Polynomial-Time Algorithm to Check Closedness of Simple Second Order Mixed-Integer Sets.
Proceedings of the Integer Programming and Combinatorial Optimization, 2013

2012
A Strong Dual for Conic Mixed-Integer Programs.
SIAM J. Optim., 2012

Two dimensional lattice-free cuts and asymmetric disjunctions for mixed-integer polyhedra.
Math. Program., 2012

2011
On Maximal S-Free Convex Sets.
SIAM J. Discret. Math., 2011

On mixed-integer sets with two integer variables.
Oper. Res. Lett., 2011

The split closure of a strictly convex body.
Oper. Res. Lett., 2011

A note on the split rank of intersection cuts.
Math. Program., 2011

Split Rank of Triangle and Quadrilateral Inequalities.
Math. Oper. Res., 2011

The Chvátal-Gomory Closure of a Strictly Convex Body.
Math. Oper. Res., 2011

2010
Constrained Infinite Group Relaxations of MIPs.
SIAM J. Optim., 2010

Two row mixed-integer cuts via lifting.
Math. Program., 2010

On the extreme inequalities of infinite group problems.
Math. Program., 2010

Relations between facets of low- and high-dimensional group problems.
Math. Program., 2010

Composite lifting of group inequalities and an application to two-row mixing inequalities.
Discret. Optim., 2010

The Chvátal-Gomory Closure of an Ellipsoid Is a Polyhedron.
Proceedings of the Integer Programming and Combinatorial Optimization, 2010

Experiments with Two Row Tableau Cuts.
Proceedings of the Integer Programming and Combinatorial Optimization, 2010

The Group-Theoretic Approach in Mixed Integer Programming.
Proceedings of the 50 Years of Integer Programming 1958-2008, 2010

2009
Linear-Programming-Based Lifting and Its Application to Primal Cutting-Plane Algorithms.
INFORMS J. Comput., 2009

2008
Facets of Two-Dimensional Infinite Group Problems.
Math. Oper. Res., 2008

Lifting Integer Variables in Minimal Inequalities Corresponding to Lattice-Free Triangles.
Proceedings of the Integer Programming and Combinatorial Optimization, 2008

2007
Sequential-Merge Facets for Two-Dimensional Group Problems.
Proceedings of the Integer Programming and Combinatorial Optimization, 2007


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