Ideal formulations for constrained convex optimization problems with
indicator variables

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Ideal formulations for constrained convex optimization problems with indicator variables

30 June 2020

Simge Küçükyavuz

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Papers citing "Ideal formulations for constrained convex optimization problems with indicator variables"

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Title
Integer Programming for Learning Directed Acyclic Graphs from Non-identifiable Gaussian Models Tong Xu Armeen Taeb Simge Kuccukyavuz Ali Shojaie CML 147 1 0 19 Apr 2024
Constrained Optimization of Rank-One Functions with Indicator Variables Soroosh Shafieezadeh-Abadeh Fatma Kılınç Karzan 46 5 0 31 Mar 2023
On the Exactness of Dantzig-Wolfe Relaxation for Rank Constrained Optimization Problems Yongchun Li Weijun Xie 67 3 0 28 Oct 2022
On the convex hull of convex quadratic optimization problems with indicators Linchuan Wei Alper Atamtürk Andrés Gómez Simge Küçükyavuz 82 18 0 02 Jan 2022
A new perspective on low-rank optimization Dimitris Bertsimas Ryan Cory-Wright J. Pauphilet 65 15 0 12 May 2021
Slowly Varying Regression under Sparsity Dimitris Bertsimas V. Digalakis M. Li O. Skali Lami 77 7 0 22 Feb 2021
Supermodularity and valid inequalities for quadratic optimization with indicators Alper Atamtürk A. Gómez 69 22 0 29 Dec 2020
Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks Simge Küçükyavuz Ali Shojaie Hasan Manzour Linchuan Wei Hao-Hsiang Wu 52 16 0 29 May 2020
Rank-one Convexification for Sparse Regression Alper Atamtürk A. Gómez 214 50 0 29 Jan 2019