Michael R Lyu
5 papers · 2013–2024 · 1 venue · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (24) π Keyword Champion
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Core AI
(3)
Learning Types
(3)
Optimization
(3)
Optimization & Theory
(3)
Application Areas
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
large language model
(2)
model compression
(1)
post-training quantization
(1)
convex optimization
(1)
collaborative filtering
(1)
sample complexity
(1)
matrix completion
(1)
low-rank recovery
(1)
low-rank matrix recovery
(1)
nuclear norm minimization
(1)
best arm identification
(1)
matrix recovery
(1)
tensor completion
(1)
pairwise interaction
(1)
nuclear norm
(1)
pairwise interaction tensors
(1)
multi-armed bandit
(1)
regret bound
(1)
online algorithm
(1)
heavy-tailed distribution
(1)
Papers
Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans
NeurIPS 2024
Towards Efficient Post-training Quantization of Pre-trained Language Models
NeurIPS 2022
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs
NeurIPS 2018
Combinatorial Pure Exploration of Multi-Armed Bandits
NeurIPS 2014
Exact and Stable Recovery of Pairwise Interaction Tensors
NeurIPS 2013