Xiaojun Mao
8 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
distributed learning
(3)
support recovery
(2)
matrix completion
(2)
neural network
(2)
bayesian inference
(1)
robust statistics
(1)
semi-supervised learning
(1)
distributed optimization
(1)
convex optimization
(1)
signal reconstruction
(1)
quantile regression
(1)
gradient descent
(1)
maximum a posteriori
(1)
variance reduction
(1)
low-rank matrix
(1)
high-dimensional regression
(1)
communication complexity
(1)
variational inference
(1)
empirical risk
(1)
compressed sensing
(1)
Papers
Distributed Estimation on Semi-Supervised Generalized Linear Model
JMLR 2024
ST$_k$: A Scalable Module for Solving Top-k Problems
NeurIPS 2024
Byzantine-tolerant distributed multiclass sparse linear discriminant analysis
UAI 2022
Uncertainty Modeling in Generative Compressed Sensing
ICML 2022
Matrix Completion with Model-free Weighting
ICML 2021
Variance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed Inference
JMLR 2021
Distributed High-dimensional Regression Under a Quantile Loss Function
JMLR 2020
Median Matrix Completion: from Embarrassment to Optimality
ICML 2020