Следене
Andres Gomez
Andres Gomez
Industrial and Systems Engineering at the University of Southern California
Потвърден имейл адрес: usc.edu - Начална страница
Заглавие
Позовавания
Позовавания
Година
Strong optimal classification trees
S Aghaei, A Gómez, P Vayanos
arXiv preprint arXiv:2103.15965, 2021
84*2021
Rank-one convexification for sparse regression
A Atamturk, A Gomez
arXiv preprint arXiv:1901.10334, 2019
592019
Safe screening rules for l0-regression from perspective relaxations
A Atamturk, A Gómez
International conference on machine learning, 421-430, 2020
56*2020
Strong formulations for quadratic optimization with M-matrices and indicator variables
A Atamtürk, A Gómez
Mathematical Programming 170, 141-176, 2018
552018
On modeling stochastic travel and service times in vehicle routing
A Gómez, R Mariño, R Akhavan-Tabatabaei, AL Medaglia, JE Mendoza
Transportation Science 50 (2), 627-641, 2016
542016
Submodularity in conic quadratic mixed 0-1 optimization
A Atamturk, A Gomez
Operations Research 68 (2), 609-630, 2017
532017
Sparse and smooth signal estimation: Convexification of l0 formulations
A Atamturk, A Gomez, S Han
Journal of Machine Learning Research 22, 1-43, 2021
492021
A mixed-integer fractional optimization approach to best subset selection
A Gomez, O Prokopyev
INFORMS Journal on Computing 33, 551-565, 2021
402021
Ideal formulations for constrained convex optimization problems with indicator variables
L Wei, A Gómez, S Küçükyavuz
Mathematical Programming 192 (1), 57-88, 2022
302022
Maximizing a class of utility functions over the vertices of a polytope
A Atamtürk, A Gómez
Operations Research 65 (2), 433-445, 2017
282017
-Convexifications for convex quadratic optimization with indicator variables
S Han, A Gómez, A Atamtürk
Mathematical Programming 202 (1), 95-134, 2023
252023
On the convexification of constrained quadratic optimization problems with indicator variables
L Wei, A Gómez, S Küçükyavuz
International conference on integer programming and combinatorial …, 2020
222020
Supermodularity and valid inequalities for quadratic optimization with indicators
A Atamtürk, A Gómez
Mathematical Programming 201 (1), 295-338, 2023
192023
A graph-based decomposition method for convex quadratic optimization with indicators
P Liu, S Fattahi, A Gómez, S Küçükyavuz
Mathematical Programming 200 (2), 669-701, 2023
192023
Outlier detection in time series via mixed-integer conic quadratic optimization
A Gómez
SIAM Journal on Optimization 31 (3), 1897-1925, 2021
172021
Strong formulations for conic quadratic optimization with indicator variables
A Gomez
Mathematical Programming 188, 193-226, 2021
162021
On the convex hull of convex quadratic optimization problems with indicators
L Wei, A Atamtürk, A Gómez, S Küçükyavuz
Mathematical Programming 204 (1), 703-737, 2024
152024
Learning optimal prescriptive trees from observational data
N Jo, S Aghaei, A Gómez, P Vayanos
arXiv preprint arXiv:2108.13628, 2021
152021
Fractional 0-1 Programs: Links between Mixed-integer Linear and Conic Quadratic Formulations
E Mehmanchi, A Gómez, OA Prokopyev
Journal of Global Optimization 75 (2), 273-339, 2019
142019
Optimal robust classification trees
N Justin, S Aghaei, A Gomez, P Vayanos
The AAAI-22 Workshop on Adversarial Machine Learning and Beyond, 2021
122021
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