Avleen Singh Bijral

Mixture of Watson Distributions: A Generative Model for Hyperspherical Embeddings

Markus Breitenbach, Gregory Z. Grudic, Avleen Singh Bijral, 2007, AISTATS.

Semi-supervised Learning of a Markovian Metric

Gregory Z. Grudic, Avleen Singh Bijral, Manuel E. Lladser, 2008, SDM.

Data-dependent bounds on network gradient descent

Anand D. Sarwate, Avleen Singh Bijral, Nathan Srebro, 2016, 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Mining Interesting Temporal Patterns: An Information Theoretic Approach

Avleen Singh Bijral, Girish Keshav Palshikar, 2005, IICAI.

Traversable path identification in unstructured terrains: A Markov random walk approach

Gregory Z. Grudic, Avleen Singh Bijral, Jane Mulligan, 2009, 2009 IEEE International Conference on Robotics and Automation.

Semi-supervised Learning with Density Based Distances pdf

Avleen Singh Bijral, Nathan Srebro, Nathan D. Ratliff, 2011, UAI.

Data-Dependent Convergence for Consensus Stochastic Optimization

Anand D. Sarwate, Avleen Singh Bijral, Nathan Srebro, 2017, IEEE Transactions on Automatic Control.

Mini-Batch Primal and Dual Methods for SVMs pdf

Avleen Singh Bijral, Peter Richtárik, Martin Takác, 2013, ICML.