Hoi-To Wai
Orcid: 0000-0003-4796-4483
According to our database1,
Hoi-To Wai
authored at least 123 papers
between 2011 and 2024.
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Bibliography
2024
IEEE Trans. Autom. Control., October, 2024
Detecting Low Pass Graph Signals via Spectral Pattern: Sampling Complexity and Applications.
IEEE Trans. Signal Process., 2024
Optimal Pricing for Linear-Quadratic Games With Nonlinear Interaction Between Agents.
IEEE Control. Syst. Lett., 2024
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment.
CoRR, 2024
Clipped SGD Algorithms for Privacy Preserving Performative Prediction: Bias Amplification and Remedies.
CoRR, 2024
EMC<sup>2</sup>: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence.
CoRR, 2024
Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024
EMC2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Two-timescale Derivative Free Optimization for Performative Prediction with Markovian Data.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
IEEE Signal Process. Mag., November, 2023
A Two-Timescale Stochastic Algorithm Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic.
SIAM J. Optim., March, 2023
IEEE Trans. Signal Process., 2023
Trans. Mach. Learn. Res., 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Secure Integrated Sensing and Communication Downlink Beamforming: A Semidefinite Relaxation Approach With Tightness Guaranteed.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Fully Stochastic Distributed Convex Optimization on Time-Varying Graph with Compression.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
IEEE Trans. Signal Process., 2022
IEEE Trans. Signal Process., 2022
Online Inference for Mixture Model of Streaming Graph Signals With Sparse Excitation.
IEEE Trans. Signal Process., 2022
Detecting Central Nodes From Low-Rank Excited Graph Signals via Structured Factor Analysis.
IEEE Trans. Signal Process., 2022
DoCoM-SGT: Doubly Compressed Momentum-assisted Stochastic Gradient Tracking Algorithm for Communication Efficient Decentralized Learning.
CoRR, 2022
Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Joint Centrality Estimation and Graph Identification from Mixture of Low Pass Graph Signals.
Proceedings of the IEEE International Conference on Acoustics, 2022
Stochastic Gradient Tracking Methods for Distributed Personalized Optimization over Networks.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Minimization by Incremental Stochastic Surrogate Optimization for Large Scale Nonconvex Problems.
Proceedings of the International Conference on Algorithmic Learning Theory, 29 March, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
IEEE Trans. Control. Netw. Syst., 2021
Inducing Equilibria via Incentives: Simultaneous Design-and-Play Finds Global Optima.
CoRR, 2021
A Momentum-Assisted Single-Timescale Stochastic Approximation Algorithm for Bilevel Optimization.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Provably Fast Asynchronous And Distributed Algorithms For Pagerank Centrality Computation.
Proceedings of the IEEE International Conference on Acoustics, 2021
Geom-Spider-EM: Faster Variance Reduced Stochastic Expectation Maximization for Nonconvex Finite-Sum Optimization.
Proceedings of the IEEE International Conference on Acoustics, 2021
On the Stability of Random Matrix Product with Markovian Noise: Application to Linear Stochastic Approximation and TD Learning.
Proceedings of the Conference on Learning Theory, 2021
On Robustness of the Normalized Random Block Coordinate Method for Non-Convex Optimization.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
An Empirical Study on Compressed Decentralized Stochastic Gradient Algorithms with Overparameterized Models.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021
On Robustness of the Normalized Subgradient Method with Randomly Corrupted Subgradients.
Proceedings of the 2021 American Control Conference, 2021
Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Hybrid Inexact BCD for Coupled Structured Matrix Factorization in Hyperspectral Super-Resolution.
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
A User Guide to Low-Pass Graph Signal Processing and Its Applications: Tools and Applications.
IEEE Signal Process. Mag., 2020
Distributed Learning in the Nonconvex World: From batch data to streaming and beyond.
IEEE Signal Process. Mag., 2020
A Stochastic Path-Integrated Differential EstimatoR Expectation Maximization Algorithm.
CoRR, 2020
A Two-Timescale Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic.
CoRR, 2020
Distributed Learning in the Non-Convex World: From Batch to Streaming Data, and Beyond.
CoRR, 2020
Comput. Optim. Appl., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
A Stochastic Path Integral Differential EstimatoR Expectation Maximization Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise.
Proceedings of the Conference on Learning Theory, 2020
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
2019
IEEE Trans. Signal Process., 2019
IEEE Trans. Control. Netw. Syst., 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Block-randomized Stochastic Proximal Gradient for Constrained Low-rank Tensor Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the Conference on Learning Theory, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
2018
IEEE Trans. Signal Process., 2018
Proc. IEEE, 2018
Network Inference and its Application to the Estimation of Crowd Dynamics from IoT Sensors.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Identifying Susceptible Agents in Time Varying Opinion Dynamics Through Compressive Measurements.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Network Inference from Complex Systems Steady States Observations: Theory and Methods.
Proceedings of the 2018 IEEE Data Science Workshop, 2018
SUCAG: Stochastic Unbiased Curvature-aided Gradient Method for Distributed Optimization.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
New and Provable Results for Network Inference Problems and Multi-agent Optimization Algorithms.
PhD thesis, 2017
Optimal Pricing to Manage Electric Vehicles in Coupled Power and Transportation Networks.
IEEE Trans. Control. Netw. Syst., 2017
IEEE Trans. Autom. Control., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
Proceedings of the 2017 American Control Conference, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
Discrete Sum Rate Maximization for MISO Interference Broadcast Channels: Convex Approximations and Efficient Algorithms.
IEEE Trans. Signal Process., 2016
IEEE Trans. Signal Inf. Process. over Networks, 2016
IEEE Trans. Signal Inf. Process. over Networks, 2016
RIDS: Robust Identification of Sparse Gene Regulatory Networks from Perturbation Experiments.
CoRR, 2016
CoRR, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
D-FW: Communication efficient distributed algorithms for high-dimensional sparse optimization.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
2015
IEEE Trans. Signal Process., 2015
CoRR, 2015
A consensus-based decentralized algorithm for non-convex optimization with application to dictionary learning.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Identifying trust in social networks with stubborn agents, with application to market decisions.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
IEEE J. Sel. Areas Commun., 2013
A convex approximation method for multiuser MISO sum rate maximization under discrete rate constraints.
Proceedings of the IEEE International Conference on Acoustics, 2013
An alternating optimization algorithm for the MIMO secrecy capacity problem under sum power and per-antenna power constraints.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
A decentralized method for joint admission control and beamforming in coordinated multicell downlink.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
Cheap semidefinite relaxation MIMO detection using row-by-row block coordinate descent.
Proceedings of the IEEE International Conference on Acoustics, 2011