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Hoi-To Wai
Hoi-To Wai
Associate Professor, The Chinese University of Hong Kong
Verifierad e-postadress på se.cuhk.edu.hk - Startsida
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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
3232023
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
2552016
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
2432013
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
2072018
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
1532021
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
1262018
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
1242017
Non-asymptotic Analysis of Biased Stochastic Approximation Scheme
B Karimi, B Miasojedow, É Moulines, HT Wai
Conference on Learning Theory, 2019
1182019
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
1072020
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
912020
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
822018
Active Sensing of Social Networks
HT Wai, A Scaglione, A Leshem
IEEE Transactions on Signal and Information Processing over Networks 2 (3 …, 2016
702016
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
672020
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
652014
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
582016
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
572020
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
502019
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
462019
On the online Frank-Wolfe algorithms for convex and non-convex optimizations
J Lafond, HT Wai, E Moulines
arXiv preprint arXiv:1510.01171, 2015
46*2015
State Dependent Performative Prediction with Stochastic Approximation
Q Li, HT Wai
International Conference on Artificial Intelligence and Statistics, 2022
412022
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Artiklar 1–20