Balas K. Natarajan

According to our database1, Balas K. Natarajan authored at least 36 papers between 1986 and 1999.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

1999
On Learning Functions from Noise-Free and Noisy Samples via Occam's Razor.
SIAM J. Comput., 1999

1998
Correction To "occam Filters For Stochastic Sources With Application To Digital Images".
IEEE Trans. Signal Process., 1998

Occam filters for stochastic sources with application to digital images.
IEEE Trans. Signal Process., 1998

1997
Noise estimation and filtering using block-based singular value decomposition.
IEEE Trans. Image Process., 1997

Low-complexity block-based motion estimation via one-bit transforms.
IEEE Trans. Circuits Syst. Video Technol., 1997

1996
A Formal Framework for Speedup Learning from Problems and Solutions.
J. Artif. Intell. Res., 1996

Compiler Synthesized Dynamic Branch Prediction.
Proceedings of the 29th Annual IEEE/ACM International Symposium on Microarchitecture, 1996

Effects of noise pre-filtering for codebook generation in vector quantization.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Low-complexity algorithm and architecture for block-based motion estimation via one-bit transforms.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Filtering random noise from deterministic signals via data compression.
IEEE Trans. Signal Process., 1995

Sparse Approximate Solutions to Linear Systems.
SIAM J. Comput., 1995

A fast approximate algorithm for scaling down digital images in the DCT domain.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
An architecture for lossy compression of waveforms using piecewise-linear approximation.
IEEE Trans. Signal Process., 1994

Effective nearly lossless compression of digital video sequences via motion-compensated filtering.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Algorithm and architecture: for non-linear noise filtering via piecewise linear compression.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Sharper Bounds on Occam Filters with Application to Digital Video.
Proceedings of the IEEE Data Compression Conference, 1994

1993
A Reply to Hellerstein's Book Review of Machine Learning: A Theoretical Approach.
Mach. Learn., 1993

Condition-Sensitive Computation of Approximate Fixed Points.
J. Complex., 1993

Filtering Random Noise via Data Compression.
Proceedings of the IEEE Data Compression Conference, 1993

Optimal Piecewise-Linear Compression of Images.
Proceedings of the IEEE Data Compression Conference, 1993

Occam's Razor for Functions.
Proceedings of the Sixth Annual ACM Conference on Computational Learning Theory, 1993

1992
Probably Approximate Learning Over Classes of Distributions.
SIAM J. Comput., 1992

1991
Probably Approximate Learning of Sets and Functions.
SIAM J. Comput., 1991

Machine Learning: A Theoretical Approach.
Morgan Kaufmann, ISBN: 1-55860-148-1, 1991

1990
On Computing the Intersection of B-Splines (Extended Abstract).
Proceedings of the Sixth Annual Symposium on Computational Geometry, 1990

1989
An analysis of assembly.
Vis. Comput., 1989

On Learning Sets and Functions.
Mach. Learn., 1989

Some Paradigms for the Automated Design of Parts Feeders.
Int. J. Robotics Res., 1989

On Learning from Exercises.
Proceedings of the Second Annual Workshop on Computational Learning Theory, 1989

1988
The Complexity of Fine Motion Planning.
Int. J. Robotics Res., 1988

Two New Frameworks for Learning.
Proceedings of the Machine Learning, 1988

On Planning Assemblies.
Proceedings of the Fourth Annual Symposium on Computational Geometry, 1988

1987
On Learning Boolean Functions
Proceedings of the 19th Annual ACM Symposium on Theory of Computing, 1987

On Detecting the Orientation of Polygons and Polyhedra.
Proceedings of the Third Annual Symposium on Computational Geometry, 1987

1986
On Moving and Orienting Objects.
PhD thesis, 1986

An Algorithmic Approach to the Automated Design of Parts Orienters
Proceedings of the 27th Annual Symposium on Foundations of Computer Science, 1986


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