| Hybrid block successive approximation for one-sided non-convex min-max problems: algorithms and applications S Lu, I Tsaknakis, M Hong, Y Chen IEEE Transactions on Signal Processing 68, 3676-3691, 2020 | 204 | 2020 |
| Block alternating optimization for non-convex min-max problems: algorithms and applications in signal processing and communications S Lu, I Tsaknakis, M Hong ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 42 | 2019 |
| An Introduction to Bilevel Optimization: Foundations and applications in signal processing and machine learning Y Zhang, P Khanduri, I Tsaknakis, Y Yao, M Hong, S Liu IEEE Signal Processing Magazine 41 (1), 38-59, 2024 | 32 | 2024 |
| Minimax problems with coupled linear constraints: computational complexity, duality and solution methods I Tsaknakis, M Hong, S Zhang arXiv preprint arXiv:2110.11210, 2021 | 25 | 2021 |
| Decentralized min-max optimization: Formulations, algorithms and applications in network poisoning attack I Tsaknakis, M Hong, S Liu ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 25 | 2020 |
| An implicit gradient-type method for linearly constrained bilevel problems I Tsaknakis, P Khanduri, M Hong ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 17 | 2022 |
| Linearly constrained bilevel optimization: A smoothed implicit gradient approach P Khanduri, I Tsaknakis, Y Zhang, J Liu, S Liu, J Zhang, M Hong International Conference on Machine Learning, 16291-16325, 2023 | 16 | 2023 |
| Minimax Problems with Coupled Linear Constraints: Computational Complexity and Duality I Tsaknakis, M Hong, S Zhang SIAM Journal on Optimization 33 (4), 2675-2702, 2023 | 12 | 2023 |
| A computationally efficient tensor completion algorithm IC Tsaknakis, PV Giampouras, AA Rontogiannis, KD Koutroumbas IEEE Signal Processing Letters 25 (8), 1266-1270, 2018 | 7 | 2018 |
| Distributed optimization for overparameterized problems: Achieving optimal dimension independent communication complexity B Song, I Tsaknakis, CY Yau, HT Wai, M Hong Advances in Neural Information Processing Systems 35, 6147-6160, 2022 | 5 | 2022 |
| Finding first-order nash equilibria of zero-sum games with the regularized nikaido-isoda function I Tsaknakis, M Hong International Conference on Artificial Intelligence and Statistics, 1189-1197, 2021 | 4 | 2021 |
| An implicit gradient method for constrained bilevel problems using barrier approximation I Tsaknakis, P Khanduri, M Hong ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
| Zeroth-order sciml: Non-intrusive integration of scientific software with deep learning I Tsaknakis, B Kailkhura, S Liu, D Loveland, J Diffenderfer, AM Hiszpanski, ... arXiv preprint arXiv:2206.02785, 2022 | 3 | 2022 |
