Xiaojun Mao
8 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13)
π£
Hot Topic Early Bird
Conferences
ICML (3)
JMLR (3)
NIPS (1)
UAI (1)
Top co-authors
Keywords
distributed learning
(3)
neural network
(2)
matrix completion
(2)
variational inference
(1)
convex optimization
(1)
bayesian inference
(1)
robust statistics
(1)
communication complexity
(1)
distributed optimization
(1)
signal reconstruction
(1)
gradient descent
(1)
maximum a posteriori
(1)
variance reduction
(1)
support recovery
(1)
low-rank matrix
(1)
empirical risk
(1)
generative model
(1)
generalized linear model
(1)
byzantine fault tolerance
(1)
top-k optimization
(1)
Papers
Distributed Estimation on Semi-Supervised Generalized Linear Model
JMLR 2024
ST$_k$: A Scalable Module for Solving Top-k Problems
NIPS 2024
Byzantine-tolerant distributed multiclass sparse linear discriminant analysis
UAI 2022
Uncertainty Modeling in Generative Compressed Sensing
ICML 2022
Variance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed Inference
JMLR 2021
Matrix Completion with Model-free Weighting
ICML 2021
Distributed High-dimensional Regression Under a Quantile Loss Function
JMLR 2020
Median Matrix Completion: from Embarrassment to Optimality
ICML 2020