Miaoyan Wang
6 papers · 2017–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(18)
π±
Topic Pioneer
Conferences
AISTATS (2)
NIPS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
tensor decomposition
(3)
tensor completion
(3)
tensor block model
(2)
multiway clustering
(2)
community detection
(1)
nonparametric estimation
(1)
sparse regularization
(1)
alternating optimization
(1)
matrix completion
(1)
low-rank estimation
(1)
structured classification
(1)
low-rank tensor
(1)
polynomial-time algorithm
(1)
noise robustness
(1)
probabilistic model
(1)
phase transition
(1)
degree correction
(1)
spherical clustering
(1)
ordinal observation
(1)
multi-linear model
(1)
Papers
Multiway Spherical Clustering via Degree-Corrected Tensor Block Models
AISTATS 2022
Beyond the Signs: Nonparametric Tensor Completion via Sign Series
NIPS 2021
Tensor denoising and completion based on ordinal observations
ICML 2020
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality
JMLR 2020
Multiway clustering via tensor block models
NIPS 2019
Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD)
AISTATS 2017