Mixture of Watson Distributions: A Generative Model for Hyperspherical Embeddings (pdf)

Avleen S Bijral, Markus Breitenbach and Gregory Z. Grudic

In Proceedings AISTATS 2007, San Juan Puerto Rico.

Mining Interesting Temporal Patterns: An Information Theoretic Approach (pdf)

Avleen S Bijral and G.K. Palshikar

In Proceedings IICAI 2005, Pune India.

Conference Proceedings

 

On Hyperspherical Mixture Models (ppt)

 

Avleen S Bijral

 

 

Talks

Semi-supervised learning of a Markovian metric (pdf)

Avleen S Bijral, M. Lladser and G. Z. Grudic

To Appear SIAM International Conference on Data Mining-2008

Learning a Markov Random Walk on a Graph (ppt)

 

Avleen S Bijral

 

 

On Outlier Detection and Clustering High Dimensional Unit Norm Data (pdf)

 

Avleen S Bijral, Markus Breitenbach and G.Z. Grudic

In preparation.

Learning an Optimal Markov Random Walk on a Nearest Neighbor Graph (pdf)

 

Avleen S Bijral, Manuel Lladser and G.Z. Grudic

In preparation.

Traversable Path Identification in Unstructured Terrains: A Markov Random Walk Approach (pdf)

 

Avleen S Bijral, Adam Bates, Jane Mulligan and G.Z. Grudic

submitted Robotics Science and Systems-2008

Submitted/In Preparation