Partha Niyogi
6 papers · 2006–2013 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (7)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(3)
🌟
Keyword Trendsetter Combo
(3)
🌱
Topic Pioneer
📈
Trend Setter
🚀
Conference Pioneer
Conferences
JMLR (3)
NIPS (2)
ACL (1)
Top co-authors
Keywords
spectral clustering
(2)
semi-supervised learning
(2)
manifold regularization
(1)
density estimation
(1)
convergence analysis
(1)
point cloud
(1)
spectral dimensionality reduction
(1)
point cloud laplacian
(1)
low density separation
(1)
probability distribution
(1)
reproducing kernel hilbert space
(1)
algorithmic stability
(1)
probability density
(1)
ranking algorithm
(1)
minimax analysis
(1)
generalization bound
(1)
spectral algorithm
(1)
graph cut
(1)
spectral method
(1)
laplacian eigenmap
(1)
Papers
Manifold Regularization and Semi-supervised Learning: Some Theoretical Analyses
JMLR 2013
Combining Data and Mathematical Models of Language Change
ACL 2010
Generalization Bounds for Ranking Algorithms via Algorithmic Stability
JMLR 2009
Convergence of Laplacian Eigenmaps
NIPS 2006
On the Relation Between Low Density Separation, Spectral Clustering and Graph Cuts
NIPS 2006
Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples
JMLR 2006