Hoi To Wai
6 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Optimization
(2)
Natural Language Processing
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Probability
(1)
Resources & Methods
(1)
Keywords
performative prediction
(2)
multi-agent system
(2)
distributed learning
(1)
distributed optimization
(1)
kernel approximation
(1)
equilibrium analysis
(1)
communication efficiency
(1)
derivative-free optimization
(1)
stationary point
(1)
prediction error
(1)
quantization error
(1)
batch size
(1)
multiplex network
(1)
decentralized learning
(1)
negative sampling
(1)
two-timescale algorithm
(1)
activation outlier
(1)
softmax distribution
(1)
clipped sgd
(1)
llms
(1)
Papers
Clipped SGD Algorithms for Performative Prediction: Tight Bounds for Stochastic Bias and Remedies
ICML 2025
RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models
ICML 2025
EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence
ICML 2024
Two-timescale Derivative Free Optimization for Performative Prediction with Markovian Data
ICML 2024
Network Effects in Performative Prediction Games
ICML 2023
Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach
ICLR 2022