Dong Xia
5 papers · 2015–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (10) π Cross-Pollinator (5)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
JMLR (4)
ICML (1)
Top co-authors
Keywords
riemannian optimization
(1)
regret analysis
(1)
stochastic gradient descent
(1)
online learning
(1)
quantile regression
(1)
matrix completion
(1)
low-rank recovery
(1)
quantum state tomography
(1)
low-rank tensor
(1)
tensor completion
(1)
linear convergence
(1)
low rank tensor
(1)
regret bound
(1)
phase transition
(1)
minimax lower bound
(1)
convergence rate
(1)
sequential datum
(1)
trace regression
(1)
higher order singular value decomposition
(1)
tensor denoising
(1)
Papers
Online Quantile Regression
JMLR 2025
High-dimensional Linear Bandits with Knapsacks
ICML 2024
Provable Tensor-Train Format Tensor Completion by Riemannian Optimization
JMLR 2022
The Sup-norm Perturbation of HOSVD and Low Rank Tensor Denoising
JMLR 2019
Optimal Estimation of Low Rank Density Matrices
JMLR 2015