Sam T. Roweis
6 papers · 2003–2011 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(4)
π±
Topic Pioneer
π
Keyword Champion
ποΈ
Keyword Collector
(50)
π
Trend Setter
π
Conference Pioneer
Conferences
NIPS (4)
JMLR (2)
Top co-authors
Keywords
variational inference
(2)
latent variable model
(2)
nonparametric bayesian
(2)
motion capture
(2)
probabilistic modeling
(2)
unsupervised learning
(2)
generative model
(2)
latent variable
(2)
manifold learning
(1)
convex optimization
(1)
matrix decomposition
(1)
bayesian inference
(1)
change detection
(1)
statistical modeling
(1)
anomaly detection
(1)
human motion
(1)
motion analysis
(1)
binary matrix factorization
(1)
motion synthesis
(1)
matrix factorization
(1)
Papers
Two Distributed-State Models For Generating High-Dimensional Time Series
JMLR 2011
Convex Learning with Invariances
NIPS 2007
Modeling Human Motion Using Binary Latent Variables
NIPS 2006
Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure
NIPS 2006
Modeling Dyadic Data with Binary Latent Factors
NIPS 2006
Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds
JMLR 2003