Sparse and Smooth Signal Estimation: Convexification of L0-Formulations A Atamturk, A Gomez, S Han Journal of Machine Learning Research 22 (52), 1-43, 2021 | 52 | 2021 |
-Convexifications for convex quadratic optimization with indicator variables S Han, A Gómez, A Atamtürk Mathematical Programming 202 (1), 95-134, 2023 | 29 | 2023 |
Fractional 0-1 programming and submodularity S Han, A Gomez, OA Prokopyev Journal of Global Optimization, 2022 | 13* | 2022 |
Comparing solution paths of sparse quadratic minimization with a Stieltjes matrix Z He, S Han, A Gómez, Y Cui, JS Pang Mathematical Programming 204 (1), 517-566, 2024 | 11 | 2024 |
On polynomial-time solvability of combinatorial Markov random fields S Han, A Gómez, JS Pang arXiv preprint arXiv:2209.13161, 2022 | 8 | 2022 |
Compact extended formulations for low-rank functions with indicator variables S Han, A Gómez Mathematics of Operations Research, 2024 | 7 | 2024 |
Single-neuron convexifications for binarized neural networks S Han, A Gómez http://www.optimization-online.org/DB_HTML/2021/05/8419.html, 2021 | 6* | 2021 |
The equivalence of optimal perspective formulation and Shor's SDP for quadratic programs with indicator variables S Han, A Gómez, A Atamtürk Operations Research Letters, 2022 | 5 | 2022 |
Continuous selections of solutions to parametric variational inequalities S Han, JS Pang SIAM Journal on Optimization 34 (1), 870-892, 2024 | 3 | 2024 |
Analysis of a class of minimization problems lacking lower semicontinuity S Han, Y Cui, JS Pang Mathematics of Operations Research, 2024 | 2 | 2024 |
Real-time solution of quadratic optimization problems with banded matrices and indicator variables A Gomez, S Han, L Lozano arXiv preprint arXiv:2405.03051, 2024 | 2 | 2024 |
Some strongly polynomially solvable convex quadratic programs with bounded variables JS Pang, S Han SIAM Journal on Optimization 33 (2), 899-920, 2023 | 2 | 2023 |
On the number of pivots of Dantzig's simplex methods for linear and convex quadratic programs S Han, X Zhang, JS Pang Operations Research Letters, 107091, 2024 | 1 | 2024 |
Improving the Solution of Indefinite Quadratic Programs and Linear Programs with Complementarity Constraints by a Progressive MIP Method X Zhang, S Han, JS Pang arXiv preprint arXiv:2409.09964, 2024 | | 2024 |
Robust support vector machines via conic optimization V Cepeda, A Gómez, S Han arXiv preprint arXiv:2402.01797, 2024 | | 2024 |
BCOL RESEARCH REPORT 20.02 S HAN, A GÓMEZ, A ATAMTÜRK University of California, Berkeley 94720, 1777 | | 1777 |