| On the tightness of SDP relaxations of QCQPs AL Wang, F Kilinc-Karzan arXiv preprint arXiv:1911.09195, 2019 | 67 | 2019 |
| The Generalized Trust Region Subproblem: solution complexity and convex hull results FKK Alex L Wang arXiv preprint arXiv:1907.08843, 2019 | 32* | 2019 |
| Clustering Stable Instances of Euclidean k-means. A Vijayaraghavan, A Dutta, A Wang Advances in Neural Information Processing Systems 30, 2017 | 32 | 2017 |
| Accelerated gradient descent via long steps B Grimmer, K Shu, AL Wang arXiv preprint arXiv:2309.09961, 2023 | 21 | 2023 |
| Necessary and sufficient conditions for rank-one-generated cones CJ Argue, F Kılınç-Karzan, AL Wang Mathematics of Operations Research 48 (1), 100-126, 2023 | 14 | 2023 |
| Solving stackelberg prediction game with least squares loss via spherically constrained least squares reformulation J Wang, W Huang, R Jiang, X Li, AL Wang International Conference on Machine Learning, 22665-22679, 2022 | 11 | 2022 |
| On convex hulls of epigraphs of QCQPs AL Wang, F Kılınç-Karzan Integer Programming and Combinatorial Optimization: 21st International …, 2020 | 11 | 2020 |
| A geometric view of SDP exactness in QCQPs and its applications AL Wang, F Kilinc-Karzan arXiv preprint arXiv:2011.07155, 2020 | 10 | 2020 |
| Accelerated objective gap and gradient norm convergence for gradient descent via long steps B Grimmer, K Shu, AL Wang arXiv preprint arXiv:2403.14045, 2024 | 9 | 2024 |
| On Quadratically Constrained Quadratic Programs and their Semidefinite Program Relaxations AL Wang Carnegie Mellon University, 2022 | 7 | 2022 |
| Hardy-muckenhoupt bounds for laplacian eigenvalues GL Miller, NJ Walkington, AL Wang arXiv preprint arXiv:1812.02841, 2018 | 6 | 2018 |
| New notions of simultaneous diagonalizability of quadratic forms with applications to QCQPs AL Wang, R Jiang Mathematical Programming, 1-48, 2024 | 4 | 2024 |
| A strengthened conjecture on the minimax optimal constant stepsize for gradient descent B Grimmer, K Shu, AL Wang arXiv preprint arXiv:2407.11739, 2024 | 4 | 2024 |
| Composing optimized stepsize schedules for gradient descent B Grimmer, K Shu, AL Wang arXiv preprint arXiv:2410.16249, 2024 | 3 | 2024 |
| Accelerated first-order methods for a class of semidefinite programs AL Wang, F Kılınç-Karzan Mathematical Programming, 1-54, 2024 | 3 | 2024 |
| Sharpness and well-conditioning of nonsmooth convex formulations in statistical signal recovery L Ding, AL Wang arXiv preprint arXiv:2307.06873, 2023 | 3 | 2023 |
| Implicit regularity and linear convergence rates for the generalized trust-region subproblem AL Wang, Y Lu, F Kilinç-Karzan SIAM Journal on Optimization 33 (2), 1250-1278, 2023 | 3 | 2023 |
| Exactness in sdp relaxations of qcqps: Theory and applications F Kılınç-Karzan, AL Wang arXiv preprint arXiv:2107.06885, 2021 | 3* | 2021 |
| Hidden convexity, optimization, and algorithms on rotation matrices A Ramachandran, K Shu, AL Wang Mathematics of Operations Research, 2024 | 1 | 2024 |
| On semidefinite descriptions for convex hulls of quadratic programs AL Wang, F Kılınç-Karzan Operations Research Letters 54, 107108, 2024 | 1 | 2024 |
Fatma Kılınç-KarzanAssociate Professor of Operations Research, Carnegie Mellon UniversityDirección de correo verificada de andrew.cmu.edu