Bharath K. Sriperumbudur
Publications by Year
Research Areas
Statistical Methods and Inference, Sparse and Compressive Sensing Techniques, Face and Expression Recognition, Bayesian Methods and Mixture Models, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Equivalence of distance-based and RKHS-based statistics in hypothesis testing(2013)585 cited
- Optimal kernel choice for large-scale two-sample tests(2012)
- → Hilbert Space Embeddings and Metrics on Probability Measures(2010)482 cited
- On the Convergence of the Concave-Convex Procedure(2009)
- → Kernel Mean Embedding of Distributions: A Review and Beyond(2017)372 cited
- → Universality, Characteristic Kernels and RKHS Embedding of Measures(2011)264 cited
- → On the empirical estimation of integral probability metrics(2012)235 cited
- → Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences(2018)193 cited