David F Gleich
4 papers · 2014–2020 · 1 conference · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π Cross-Pollinator (15) π Academic Marathon (6) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Trend Setter
Conferences
NIPS (4)
Top co-authors
Keywords
random walk
(2)
matrix decomposition
(1)
semi-supervised learning
(1)
spectral clustering
(1)
matrix factorization
(1)
graph clustering
(1)
collaborative filtering
(1)
community detection
(1)
nonnegative matrix factorization
(1)
tensor decomposition
(1)
spectral method
(1)
feedback loop
(1)
recommender system
(1)
scalable algorithm
(1)
user preference
(1)
separable matrix
(1)
tensor clustering
(1)
higher-order datum
(1)
unsupervised learning
(1)
rating matrix
(1)
Papers
Strongly local p-norm-cut algorithms for semi-supervised learning and local graph clustering
NIPS 2020
Deconvolving Feedback Loops in Recommender Systems
NIPS 2016
General Tensor Spectral Co-clustering for Higher-Order Data
NIPS 2016
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices
NIPS 2014