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Year-wise | Subject-wise
| Reports
2009
Kernel
choice and classifiability for RKHS embeddings of probability
distributions
B. K. Sriperumbudur, K. Fukumizu, A. Gretton, G. Lanckriet
and
B. Scholkopf
Neural
Information Processing Systems, 2009. [pdf]
On the convergence of the concave-convex
procedure
B. K. Sriperumbudur and G. Lanckriet
Neural
Information Processing Systems, 2009. [pdf]
A fast, consistent kernel two-sample test
A. Gretton, K.
Fukumizu, Z.
Harchaoui and B. K. Sriperumbudur
Neural
Information Processing Systems, 2009. [pdf] [supplement]
Hilbert
space embeddings and metrics on probability measures
B. K.
Sriperumbudur, A.
Gretton, K.
Fukumizu, B.
Scholkopf and G. R.
G. Lanckriet
[arXiv]
On integral probability
metrics, $\phi$-divergences and binary classification
B. K.
Sriperumbudur, K. Fukumizu, A. Gretton, B.
Scholkopf and G. R.
G. Lanckriet
[arXiv]
A
d.c. programming approach to the sparse generalized eigenvalue problem
B. K.
Sriperumbudur, D. A. Torres and G. R. G. Lanckriet
[arXiv]
2008
Charactersitic
kernels on groups and semigroups
K.
Fukumizu,
B. K. Sriperumbudur, A. Gretton and B. Scholkopf
Neural Information Processing Systems, Vancouver, December 2008.
[pdf]
RKHS
representation of measures applied to homogeneity, independence and
Fourier optics
B. Scholkopf, B. K. Sriperumbudur, A. Gretton and K.
Fukumizu
Oberwolfach Report 30, Mathematisches Forschungsinstitut,
Oberwolfach-Walke, Germany, pp. 42-44, 2008. [pdf]
Non-uniform
speaker normalization using affine transformation
S. V. Bharath Kumar and S. Umesh
Journal of the Acoustical Society of America, 124(3), pp.
1727-1738, September 2008.
Injective Hilbert space
embeddings of
probability measures
B. K. Sriperumbudur, A. Gretton, K. Fukumizu, G. R. G.
Lanckriet and B. Scholkopf
Conference on Learning Theory, Helsinki, July 2008. [pdf,slides]
Metric embedding for kernel classification
rules
B. K. Sriperumbudur, O. Lang and G. R. G. Lanckriet
International
Conference on Machine Learning, Helsinki, July
2008. [pdf,slides]
2007
The effect of kernel
choice on RKHS based statistical tests
B. K. Sriperumbudur, A. Gretton, K. Fukumizu and B.
Scholkopf
Representations and Inference on Probability Distributions Workshop,
NIPS 2007. [Slides]
Finding musically
meaningful words using sparse CCA
D. A. Torres, D. Turnbull, B. K. Sriperumbudur, L.
Barrington and G. R. G. Lanckriet
Music, Brain and Cognition Workshop, NIPS 2007. [pdf,slides]
Sparse
eigen methods
by d.c. programming
B. K. Sriperumbudur, D. A. Torres and G. R. G. Lanckriet
International
Conference on Machine Learning, Corvallis, June 2007. [pdf,slides]
Nearest neighbor prototyping for sparse and
scalable
support vector machines
B. K. Sriperumbudur and G. R. G. Lanckriet
Technical Report,
Dept. of ECE, UCSD, February 2007. [pdf]
2006
Study of
non-linear frequency warping functions for speaker normalization
S. V. Bharath Kumar, S. Umesh and Rohit Sinha
Proc. of IEEE International Conference on Acoustics, Speech and Signal
Processing, Toulouse, May 2006. [pdf]
A
framework for parameter optimization in mutual information based
registration algorithms
G. Gopalakrishnan, S. V. Bharath Kumar, A. Narayanan and R.
Mullick
Proc. of SPIE Medical Imaging, San Diego, February
2006. [pdf]
2005
A
fast piece-wise deformable method for multi-modality image registration
G. Gopalakrishnan, S. V. Bharath Kumar, A. Narayanan and R.
Mullick
Proc. of Applied Imagery and Pattern Recognition, Washington
DC, October 2005. [pdf]
Lossless volumetric
medical image compression with progressive multi-planar reformatting
using 3-D DPCM
V. Nandedkar, S. V. Bharath Kumar and S. Mukhopadhyay
Proc. of National Conference on Image Processing, Bangalore, March
2005. (Best Paper Award) [pdf]
Textural content in 3T
MR: An image-based marker for Alzheimer's disease
S. V. Bharath Kumar, R. Mullick and U. Patil
Proc. of SPIE Medical Imaging, San Diego, February
2005. [pdf]
2004
Non-uniform
speaker normalization using frequency-dependent scaling function
S. V. Bharath Kumar and S. Umesh
Proc. of International Conference on Signal Processing and
Communications, Bangalore, December 2004. [pdf]
A
texture analysis approach for automatic flaw detection in pipelines
S. V. Bharath Kumar and S. Ramaswamy
Proc. of International Conference
on Signal Processing and Communications, Bangalore,
December 2004. [pdf]
A
novel progressive thick slab paradigm for volumetric medical image
compression and navigation
S. V. Bharath Kumar, S. Mukhopadhyay and V. Nandedkar
Proc. of IEEE International Conference on Image Processing,
Singapore, October 2004. [pdf]
Non-uniform
speaker normalization using affine transformation
S. V. Bharath Kumar, S. Umesh and R. Sinha
Proc. of IEEE International Conference on Acoustics, Speech and Signal
Processing, Montreal, May 2004. (rated amongst the top in its
review category) [pdf]
An investigation into
front-end signal processing for speaker normalization
S. Umesh, R. Sinha and S. V. Bharath Kumar
Proc. of IEEE International Conference on Acoustics, Speech and Signal
Processing, Montreal, May 2004. [pdf]
Spatial distribution of
T2 values in the hippocampus of Alzheimer’s disease and control subjects
D. Blezek, S. V. Bharath Kumar, S. Adak, Z. Li, J.
Schenck and E. Zimmerman
Twelfth ISMRM Scientific Meeting and Exhibition, Kyoto, May
2004. (Poster)
2003
3-D loss-less
multi-resolution image compression for medical images
S. Mukhopadhyay, S. V. Bharath Kumar, V. Nandedkar
and A. Raparia
RSNA InfoRad presentation, Chicago, November 2003. (Poster)
Block-based conditional
entropy coding for medical image compression
S. V. Bharath Kumar, N. Nagaraj, S. Mukhopadhyay and
X. Xu
Proc. of SPIE Medical Imaging, San Diego, February
2003. [pdf]
2002
A simple approach to
non-uniform vowel normalization
S. Umesh, S. V. Bharath Kumar, M. K. Vinay, R. Sharma and
R. Sinha
Proc. of IEEE International Conference on Acoustics,
Speech and Signal Processing, Orlando, April 2002. [pdf]
A model based approach
to non-uniform vowel normalization
S. V. Bharath Kumar
M. Tech Thesis, Department of EE, IIT-K, 2002. [pdf]
1999
Realization of linear
time-invariant system stability analyzers
S. V. Bharath Kumar
B. Tech Thesis, Department of ECE, SVU, Tirupati, 1999.
Last
update: September
24,
2009
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