Andres Gomez
University of Southern California
H-index: 15
North America-United States
Top articles of Andres Gomez
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A note on quadratic constraints with indicator variables: Convex hull description and perspective relaxation | Operations Research Letters | Andrés Gómez Weijun Xie | 2024/1/1 |
Polyhedral Analysis of Quadratic Optimization Problems with Stieltjes Matrices and Indicators | arXiv preprint arXiv:2404.04236 | Peijing Liu Alper Atamtürk Andrés Gómez Simge Küçükyavuz | 2024/4/5 |
On the convex hull of convex quadratic optimization problems with indicators | Mathematical Programming | Linchuan Wei Alper Atamtürk Andrés Gómez Simge Küçükyavuz | 2024 |
Robust support vector machines via conic optimization | arXiv preprint arXiv:2402.01797 | Valentina Cepeda Andrés Gómez Shaoning Han | 2024/2/2 |
Multi-BOWS: multi-fidelity multi-objective Bayesian optimization with warm starts for nanophotonic structure design | Digital Discovery | Jungtaek Kim Mingxuan Li Yirong Li Andrés Gómez Oliver Hinder | 2024 |
A Parametric Approach for Solving Convex Quadratic Optimization with Indicators Over Trees | arXiv preprint arXiv:2404.08178 | Aaresh Bhathena Salar Fattahi Andrés Gómez Simge Küçükyavuz | 2024/4/12 |
Linear-step solvability of some folded concave and singly-parametric sparse optimization problems | Mathematical Programming | Andrés Gómez Ziyu He Jong-Shi Pang | 2023/4 |
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription | arXiv preprint arXiv:2307.15691 | Patrick Vossler Sina Aghaei Nathan Justin Nathanael Jo Andrés Gómez | 2023/7/28 |
-Convexifications for convex quadratic optimization with indicator variables | Mathematical Programming | Shaoning Han Andrés Gómez Alper Atamtürk | 2023/11 |
Comparing Solution Paths of Sparse Quadratic Minimization with a Stieltjes Matrix | Mathematical Programming | Ziyu He Shaoning Han Andres Gomez Ying Cui Jong-Shi Pang | 2023 |
Solution Path of Time-varying Markov Random Fields with Discrete Regularization | arXiv preprint arXiv:2307.13750 | Salar Fattahi Andres Gomez | 2023/7/25 |
Learning Optimal Classification Trees Robust to Distribution Shifts | arXiv preprint arXiv:2310.17772 | Nathan Justin Sina Aghaei Andrés Gómez Phebe Vayanos | 2023/10/26 |
Outlier detection in regression: conic quadratic formulations | arXiv preprint arXiv:2307.05975 | Andrés Gómez José Neto | 2023/7/12 |
Supermodularity and valid inequalities for quadratic optimization with indicators | Mathematical Programming | Alper Atamtürk Andrés Gómez | 2023/9 |
A graph-based decomposition method for convex quadratic optimization with indicators | Mathematical Programming | Peijing Liu Salar Fattahi Andrés Gómez Simge Küçükyavuz | 2023/7 |
Gain Confidence, Reduce Disappointment: A New Approach to Cross-Validation for Sparse Regression | arXiv preprint arXiv:2306.14851 | Ryan Cory-Wright Andrés Gómez | 2023/6/26 |
Learning optimal fair decision trees: Trade-offs between interpretability, fairness, and accuracy | Nathanael Jo Sina Aghaei Jack Benson Andres Gomez Phebe Vayanos | 2023/8/8 | |
Ideal formulations for constrained convex optimization problems with indicator variables | Mathematical Programming | Linchuan Wei Andrés Gómez Simge Küçükyavuz | 2022/3 |
Learning Optimal Fair Classification Trees: Trade-offs Between Interpretability, Fairness, and Accuracy | arXiv preprint arXiv:2201.09932 | Nathanael Jo Sina Aghaei Andrés Gómez Phebe Vayanos | 2022/1/24 |
Learning optimal fair classification trees | arXiv preprint arXiv:2201.09932 | Nathanael Jo Sina Aghaei Jack Benson Andrés Gómez Phebe Vayanos | 2022 |
Co-Authors
