| A two-timescale stochastic algorithm framework for bilevel optimization: Complexity analysis and application to actor-critic M Hong, HT Wai, Z Wang, Z Yang SIAM Journal on Optimization 33 (1), 147-180, 2023 | 326 | 2023 |
| Optimal pricing to manage electric vehicles in coupled power and transportation networks M Alizadeh, HT Wai, M Chowdhury, A Goldsmith, A Scaglione, T Javidi IEEE Transactions on control of network systems 4 (4), 863-875, 2016 | 257 | 2016 |
| Transmit solutions for MIMO wiretap channels using alternating optimization Q Li, M Hong, HT Wai, YF Liu, WK Ma, ZQ Luo IEEE Journal on Selected Areas in Communications 31 (9), 1714-1727, 2013 | 246 | 2013 |
| Multi-agent reinforcement learning via double averaging primal-dual optimization HT Wai, Z Yang, Z Wang, M Hong Advances in Neural Information Processing Systems, 9649-9660, 2018 | 208 | 2018 |
| A near-optimal algorithm for stochastic bilevel optimization via double-momentum P Khanduri, S Zeng, M Hong, HT Wai, Z Wang, Z Yang Advances in Neural Information Processing Systems, 2021 | 156 | 2021 |
| A review of distributed algorithms for principal component analysis SX Wu, HT Wai, L Li, A Scaglione Proceedings of the IEEE 106 (8), 1321-1340, 2018 | 129 | 2018 |
| Decentralized Frank–Wolfe algorithm for convex and nonconvex problems HT Wai, J Lafond, A Scaglione, E Moulines IEEE Transactions on Automatic Control 62 (11), 5522-5537, 2017 | 126 | 2017 |
| Non-asymptotic Analysis of Biased Stochastic Approximation Scheme B Karimi, B Miasojedow, É Moulines, HT Wai Conference on Learning Theory, 2019 | 120 | 2019 |
| Distributed learning in the nonconvex world: From batch data to streaming and beyond TH Chang, M Hong, HT Wai, X Zhang, S Lu IEEE Signal Processing Magazine 37 (3), 26-38, 2020 | 107 | 2020 |
| Finite time analysis of linear two-timescale stochastic approximation with Markovian noise M Kaledin, E Moulines, A Naumov, V Tadic, HT Wai Conference on Learning Theory, 2020 | 91 | 2020 |
| Retail and wholesale electricity pricing considering electric vehicle mobility M Alizadeh, HT Wai, A Goldsmith, A Scaglione IEEE Transactions on Control of Network Systems 6 (1), 249-260, 2018 | 83 | 2018 |
| Active Sensing of Social Networks HT Wai, A Scaglione, A Leshem IEEE Transactions on Signal and Information Processing over Networks 2 (3 …, 2016 | 70 | 2016 |
| A User Guide to Low-Pass Graph Signal Processing and Its Applications: Tools and Applications R Ramakrishna, HT Wai, A Scaglione IEEE Signal Processing Magazine 37 (6), 74-85, 2020 | 68 | 2020 |
| Optimized path planning for electric vehicle routing and charging M Alizadeh, HT Wai, A Scaglione, A Goldsmith, YY Fan, T Javidi 2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014 | 65 | 2014 |
| Block-randomized stochastic proximal gradient for low-rank tensor factorization X Fu, S Ibrahim, HT Wai, C Gao, K Huang IEEE Transactions on Signal Processing 68, 2170-2185, 2020 | 58 | 2020 |
| Data injection attacks in randomized gossiping R Gentz, SX Wu, HT Wai, A Scaglione, A Leshem IEEE Transactions on Signal and Information Processing over Networks 2 (4 …, 2016 | 58 | 2016 |
| Blind community detection from low-rank excitations of a graph filter HT Wai, S Segarra, AE Ozdaglar, A Scaglione, A Jadbabaie IEEE Transactions on signal processing 68, 436-451, 2019 | 50 | 2019 |
| On the online Frank-Wolfe algorithms for convex and non-convex optimizations J Lafond, HT Wai, E Moulines arXiv preprint arXiv:1510.01171, 2015 | 48* | 2015 |
| Variance Reduced Policy Evaluation with Smooth Function Approximation HT Wai, M Hong, Z Yang, Z Wang, K Tang Advances in Neural Information Processing Systems, 5776-5787, 2019 | 46 | 2019 |
| State Dependent Performative Prediction with Stochastic Approximation Q Li, HT Wai International Conference on Artificial Intelligence and Statistics, 2022 | 42 | 2022 |
Anna ScaglioneProfessor of Electrical and Computer Engineering, Cornell University在 cornell.edu 的电子邮件经过验证