Picture for Hoi-To Wai

Hoi-To Wai

ASU

Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning

Add code
Jan 08, 2025
Viaarxiv icon

Network Games Induced Prior for Graph Topology Learning

Add code
Oct 31, 2024
Viaarxiv icon

Fully Stochastic Primal-dual Gradient Algorithm for Non-convex Optimization on Random Graphs

Add code
Oct 24, 2024
Viaarxiv icon

Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment

Add code
May 29, 2024
Figure 1 for Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment
Figure 2 for Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment
Figure 3 for Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment
Figure 4 for Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment
Viaarxiv icon

Dual-Delayed Asynchronous SGD for Arbitrarily Heterogeneous Data

Add code
May 27, 2024
Viaarxiv icon

On Detecting Low-pass Graph Signals under Partial Observations

Add code
May 16, 2024
Viaarxiv icon

Clipped SGD Algorithms for Privacy Preserving Performative Prediction: Bias Amplification and Remedies

Add code
Apr 17, 2024
Figure 1 for Clipped SGD Algorithms for Privacy Preserving Performative Prediction: Bias Amplification and Remedies
Figure 2 for Clipped SGD Algorithms for Privacy Preserving Performative Prediction: Bias Amplification and Remedies
Figure 3 for Clipped SGD Algorithms for Privacy Preserving Performative Prediction: Bias Amplification and Remedies
Viaarxiv icon

EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence

Add code
Apr 16, 2024
Viaarxiv icon

Linear Speedup of Incremental Aggregated Gradient Methods on Streaming Data

Add code
Sep 10, 2023
Viaarxiv icon

Blind Graph Matching Using Graph Signals

Add code
Jun 27, 2023
Viaarxiv icon