Xiaoming Huo
9 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Cross-Pollinator (3)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
ICLR (3)
ICML (2)
JMLR (2)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
linear regression
(2)
convergence rate
(2)
robust optimization
(1)
adversarial robustness
(1)
conformal prediction
(1)
binary classification
(1)
logistic regression
(1)
feature selection
(1)
optimal transport
(1)
adversarial training
(1)
group sparsity
(1)
sparse regression
(1)
variance reduction
(1)
excess risk
(1)
primal-dual algorithm
(1)
mirror descent
(1)
mean squared error
(1)
stochastic mirror descent
(1)
solution path
(1)
distributionally robust optimization
(1)
Papers
Towards Domain Adaptive Neural Contextual Bandits
ICLR 2025
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks
JMLR 2024
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes
ICML 2024
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning
JMLR 2024
High-dimensional (Group) Adversarial Training in Linear Regression
NIPS 2024
Conformalization of Sparse Generalized Linear Models
ICML 2023
Approximation and non-parametric estimation of functions over high-dimensional spheres via deep ReLU networks
ICLR 2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport
AISTATS 2023
A NON-PARAMETRIC REGRESSION VIEWPOINT : GENERALIZATION OF OVERPARAMETRIZED DEEP RELU NETWORK UNDER NOISY OBSERVATIONS
ICLR 2022