Strong optimal classification trees S Aghaei, A Gómez, P Vayanos Operations Research, 2024 | 87* | 2024 |
Rank-one convexification for sparse regression A Atamturk, A Gomez arXiv preprint arXiv:1901.10334, 2019 | 60 | 2019 |
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 | 56 | 2018 |
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 | 54 | 2016 |
Submodularity in conic quadratic mixed 0-1 optimization A Atamturk, A Gomez Operations Research 68 (2), 609-630, 2017 | 53 | 2017 |
Sparse and smooth signal estimation: Convexification of l0 formulations A Atamturk, A Gomez, S Han Journal of Machine Learning Research 22, 1-43, 2021 | 50 | 2021 |
A mixed-integer fractional optimization approach to best subset selection A Gomez, O Prokopyev INFORMS Journal on Computing 33, 551-565, 2021 | 40 | 2021 |
Ideal formulations for constrained convex optimization problems with indicator variables L Wei, A Gómez, S Küçükyavuz Mathematical Programming 192 (1), 57-88, 2022 | 31 | 2022 |
Maximizing a class of utility functions over the vertices of a polytope A Atamtürk, A Gómez Operations Research 65 (2), 433-445, 2017 | 28 | 2017 |
-Convexifications for convex quadratic optimization with indicator variables S Han, A Gómez, A Atamtürk Mathematical Programming 202 (1), 95-134, 2023 | 26 | 2023 |
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 | 23 | 2020 |
Supermodularity and valid inequalities for quadratic optimization with indicators A Atamtürk, A Gómez Mathematical Programming 201 (1), 295-338, 2023 | 20 | 2023 |
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 | 20 | 2023 |
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 | 17 | 2024 |
Outlier detection in time series via mixed-integer conic quadratic optimization A Gómez SIAM Journal on Optimization 31 (3), 1897-1925, 2021 | 17 | 2021 |
Strong formulations for conic quadratic optimization with indicator variables A Gomez Mathematical Programming 188, 193-226, 2021 | 16 | 2021 |
Learning optimal prescriptive trees from observational data N Jo, S Aghaei, A Gómez, P Vayanos arXiv preprint arXiv:2108.13628, 2021 | 15 | 2021 |
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 | 15 | 2019 |
Fractional 0–1 programming and submodularity S Han, A Gómez, OA Prokopyev Journal of Global Optimization 84 (1), 77-93, 2022 | 12* | 2022 |