PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Adam Kowalczyk

Click here to see user's record.

Number of EPrints submitted by this user: 12

Exponential Families for Conditional Random Fields
Yasemin Altun, Alex Smola and Thomas Hofmann
In: 21th International Conference on Machine Learning (ICML), 2004(2004).

Gaussian Process Classification for Segmenting and Annotating Sequences
Yasemin Altun, Thomas Hofmann and Alex Smola
In: 21th International Conference on Machine Learning (ICML), 4-8 Jul 2004, Banff.

Learning with Non-Positive Kernels
C.S. Ong, X. Mary, S. Canu and A. Smola
In: 21th International Conference on Machine Learning (ICML), 4-8 Jul 2004, Banff.

Binet-Cauchy Kernels
Vishy Vishwanathan and Alex Smola
In: NIPS, 17, 2004, Canada(2004).

Mathematical Programming for Missing Data
Chiranjib Bhattacharyya, K.S. Pannagadatta and Alex Smola
In: NIPS, 17, 2004, Dec 2004, Canada.

Fast kernels for string and tree matching
Vishy Vishwanathan and Alex Smola
In: Kernels and Bioinformatics (2004) MIT Press. , Cambridge, MA, 2004 .

Exponential Families for Conditional Random Fields
Yasemin Altun, Alex Smola and Thomas Hofmann
In: Uncertainty in Artificial Intelligence, Jul 2004, Banff.

A Tutorial on Support Vector Regression
Alex Smola and Bernhard Schoelkopf
Statistics and Computing Volume 14, pp. 199-222, 2004. ISSN 0960-3174

Decision-Theoretic Military Operations Planning
Douglas Aberdeen, Sylvie Thiebaux and Lin Zhang
In: International Conference on Automated Planning and Scheduling, Jul 2004.

Filtered Reinforcement Learning
Douglas Aberdeen
In: European Conference on Machine Learning, Jun 2004, Pisa.

Self-Growth of Basic Behaviors in an Action Selection Based Agent
Olivier Buffet, Alain Dutech and Francois Charpillet
In: International Conference on Simulation of Adaptive Behavior (SAB'04)(2004).

Online learning with kernels
Jyrki Kivinen, Alex Smola and Bob Williamson
IEEE Transactions on Signal Processing Volume 52, Number 8, pp. 2165-2176, 2004.