Lê-Nguyên Hoang
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Artificial Intelligence
(2)
Application Areas
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization
(1)
Keywords
distributed learning
(2)
robust optimization
(1)
adversarial robustness
(1)
probabilistic modeling
(1)
convex optimization
(1)
decentralized optimization
(1)
model aggregation
(1)
maximum a posteriori
(1)
exponential family
(1)
model averaging
(1)
collaborative learning
(1)
bradley-terry model
(1)
score estimation
(1)
probabilistic model
(1)
byzantine fault tolerance
(1)
geometric median
(1)
recommender system
(1)
asynchronous learning
(1)
asynchronous algorithm
(1)
decentralized learning
(1)
Papers
Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons
AAAI 2024
Robust Sparse Voting
AISTATS 2024
On the Strategyproofness of the Geometric Median
AISTATS 2023
Robust Collaborative Learning with Linear Gradient Overhead
ICML 2023
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)
NeurIPS 2021