Sam T. Roweis
6 papers · 2003–2011 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Champion
π
Keyword Trendsetter Combo
(12)
π§
Keyword Pioneer
π
Conference Pioneer
ποΈ
Keyword Collector
(51)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Learning Types
(3)
Models
(3)
Optimization & Theory
(3)
Architectures
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Core AI
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Keywords
motion capture
(2)
latent variable model
(2)
binary latent variable
(2)
unsupervised learning
(2)
variational inference
(2)
probabilistic modeling
(2)
generative model
(2)
latent variable
(2)
nonparametric bayesian
(2)
manifold learning
(1)
bayesian inference
(1)
convex optimization
(1)
change detection
(1)
statistical modeling
(1)
matrix decomposition
(1)
anomaly detection
(1)
human motion
(1)
motion analysis
(1)
binary matrix factorization
(1)
motion synthesis
(1)
Papers
Two Distributed-State Models For Generating High-Dimensional Time Series
JMLR 2011
Convex Learning with Invariances
NeurIPS 2007
Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure
NeurIPS 2006
Modeling Dyadic Data with Binary Latent Factors
NeurIPS 2006
Modeling Human Motion Using Binary Latent Variables
NeurIPS 2006
Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds
JMLR 2003