Bharath K. Sriperumbudur
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
5
Active years
2007–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Nystrm Kernel Stein Discrepancy. | Florian Kalinke, Zoltn Szab, Bharath K. Sriperumbudur |
| 2022 | AISTATS | Cycle Consistent Probability Divergences Across Different Spaces. | Zhengxin Zhang, Youssef Mroueh, Ziv Goldfeld, Bharath K. Sriperumbudur |
| 2020 | AISTATS | Gaussian Sketching yields a J-L Lemma in RKHS. | Samory Kpotufe, Bharath K. Sriperumbudur |
| 2020 | AISTATS | Gain with no Pain: Efficiency of Kernel-PCA by Nystrm Sampling. | Nicholas Sterge, Bharath K. Sriperumbudur, Lorenzo Rosasco, Alessandro Rudi |
| 2019 | AISTATS | On Kernel Derivative Approximation with Random Fourier Features. | Zoltn Szab, Bharath K. Sriperumbudur |
| 2015 | AISTATS | Two-stage sampled learning theory on distributions. | Zoltn Szab, Arthur Gretton, Barnabs Pczos, Bharath K. Sriperumbudur |
| 2014 | ICML | Kernel Mean Estimation and Stein Effect. | Krikamol Muandet, Kenji Fukumizu, Bharath K. Sriperumbudur, Arthur Gretton, Bernhard Schlkopf |
| 2013 | AISTATS | Ultrahigh Dimensional Feature Screening via RKHS Embeddings. | Krishnakumar Balasubramanian, Bharath K. Sriperumbudur, Guy Lebanon |
| 2013 | ICML | On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions. | Purushottam Kar, Bharath K. Sriperumbudur, Prateek Jain, Harish Karnick |
| 2012 | ICML | Hypothesis testing using pairwise distances and associated kernels. | Dino Sejdinovic, Arthur Gretton, Bharath K. Sriperumbudur, Kenji Fukumizu |
| 2011 | ISIT | Mixture density estimation via Hilbert space embedding of measures. | Bharath K. Sriperumbudur |
| 2010 | ISIT | Non-parametric estimation of integral probability metrics. | Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Schlkopf, Gert R. G. Lanckriet |
| 2009 | KI | Generalized Clustering via Kernel Embeddings. | Stefanie Jegelka, Arthur Gretton, Bernhard Schlkopf, Bharath K. Sriperumbudur, Ulrike von Luxburg |
| 2008 | COLT | Injective Hilbert Space Embeddings of Probability Measures. | Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fukumizu, Gert R. G. Lanckriet, Bernhard Schlkopf |
| 2008 | ICML | Metric embedding for kernel classification rules. | Bharath K. Sriperumbudur, Omer A. Lang, Gert R. G. Lanckriet |
| 2007 | ICML | Sparse eigen methods by D.C. programming. | Bharath K. Sriperumbudur, David A. Torres, Gert R. G. Lanckriet |