Avleen Singh Bijral

Publication Activity (10 Years)

Years Active: 2005-2019
Publications (10 Years): 3

Top Topics

Stochastic Optimization

Supervised Learning

Top Venues

IEEE Trans. Autom. Control.

Publications

Avleen Singh Bijral
On Selecting Stable Predictors in Time Series Models. CoRR (2019)
Avleen Singh Bijral, Anand D. Sarwate, Nathan Srebro
Data-Dependent Convergence for Consensus Stochastic Optimization. IEEE Trans. Autom. Control. 62 (9) (2017)
Avleen Singh Bijral, Anand D. Sarwate, Nathan Srebro
Data-dependent bounds on network gradient descent. Allerton (2016)
Martin Takác, Avleen Singh Bijral, Peter Richtárik, Nathan Srebro
Mini-Batch Primal and Dual Methods for SVMs CoRR (2013)
Martin Takác, Avleen Singh Bijral, Peter Richtárik, Nati Srebro
Mini-Batch Primal and Dual Methods for SVMs. ICML (3) (2013)
Avleen Singh Bijral, Nathan D. Ratliff, Nathan Srebro
Semi-supervised Learning with Density Based Distances CoRR (2012)
Avleen Singh Bijral, Nathan D. Ratliff, Nathan Srebro
Semi-supervised Learning with Density Based Distances. UAI (2011)
Adam R. Bates, Avleen Singh Bijral, Jane Mulligan, Gregory Z. Grudic
Traversable path identification in unstructured terrains: A Markov random walk approach. ICRA (2009)
Avleen Singh Bijral, Manuel E. Lladser, Gregory Z. Grudic
Semi-supervised Learning of a Markovian Metric. SDM (2008)
Avleen Singh Bijral, Markus Breitenbach, Gregory Z. Grudic
Mixture of Watson Distributions: A Generative Model for Hyperspherical Embeddings. AISTATS (2007)
Avleen Singh Bijral, Girish K. Palshikar
Mining Interesting Temporal Patterns: An Information Theoretic Approach. IICAI (2005)