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Shaoning Han
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Cited by
Year
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
492021
-Convexifications for convex quadratic optimization with indicator variables
S Han, A Gómez, A Atamtürk
Mathematical Programming 202 (1), 95-134, 2023
252023
Fractional 0-1 programming and submodularity
S Han, A Gomez, OA Prokopyev
Journal of Global Optimization, 2022
11*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
92024
On polynomial-time solvability of combinatorial Markov random fields
S Han, A Gómez, JS Pang
arXiv preprint arXiv:2209.13161, 2022
72022
Compact extended formulations for low-rank functions with indicator variables
S Han, A Gomez
arXiv preprint arXiv:2110.14884, 2021
62021
Single-neuron convexifications for binarized neural networks
S Han, A Gómez
http://www.optimization-online.org/DB_HTML/2021/05/8419.html, 2021
5*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
42022
Continuous selections of solutions to parametric variational inequalities
S Han, JS Pang
SIAM Journal on Optimization 34 (1), 870-892, 2024
32024
Some strongly polynomially solvable convex quadratic programs with bounded variables
JS Pang, S Han
SIAM Journal on Optimization 33 (2), 899-920, 2023
22023
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
12024
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
2024
Robust support vector machines via conic optimization
V Cepeda, A Gómez, S Han
arXiv preprint arXiv:2402.01797, 2024
2024
Analysis of a Class of Minimization Problems Lacking Lower Semicontinuity
S Han, Y Cui, JS Pang
2023
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Articles 1–14