The Hebrew University - Institute of Computer Science
The Tishby Lab
Theses
Online theses are in PDF files
A PAC-Bayesian Approach to Structure Learning
Yevgeny Seldin Ph.D. thesis
(advisor:
Submitted: September 2009
125 pages.
Anomaly Detection in Networks by their Laplacians’ Divergence Measures
Uri Heinemann, M.Sc. thesis
(advisor:
Submitted: January 2010
65 pages.
Generalization from Observed to Unobserved Features
Eyal Krupka Ph.D. thesis
(advisor:
Submitted: March 2008
161 pages.
Predictive
Information as a Criterion for Linear Dynamical Systems Reduction
Roi Weiss, M.Sc. thesis
(advisor:
Submitted: October 2007
111 pages.
Information
Bottleneck for Speech and Speaker Recognition
Submitted: September 2007
47 pages.
Information Bottleneck and HMM for Speech Recognition
Submitted: August 2007
67 pages.
On the Role
of Feature Selection in Machine Learning
Submitted: December 2006
145 pages.
Ran Gilad-Bachrach, Ph.D. thesis (advisor:
Submitted: February 2006
180 pages.
The
Minimum Information Principle in Learning and Neuroscience
Submitted: September 2005
150 pages.
Cluster
Based Pattern Recognition in Natural Language Text
Shmuel Brody, M.Sc. thesis
(advisors:
Submitted: August 2005
87 pages.
An Information Theoretic Approach to the Study of Auditory
Coding
Submitted: August 2003
135 pages.
Automata Learning and Stochastic Modeling for
Biosequence Analysis
Submitted: 2003
127 pages.
The Information Bottleneck: Theory and Applications
Submitted: November 2002
146 pages.
Noise and Information in Neural Codes
Elad Schneidman, Ph.D. thesis (advisors:
Submitted: November 2001
122 pages.
On the Unsupervised Learning of Mixtures of Markov
Sources
Submitted: December 2001
65 pages.
Verification and Learning theory
Guy Offer, M.Sc. thesis
(supervised by
Prepared: March 2001
59 pages.
Stochastic
Modeling for Efficient Computation of Information Theoretic Quantities
Adi Schreibman, M.Sc. thesis (advisors: R. El-Yaniv and
Submitted: May 2000
69 pages.
Inter-Language Regularity: The Transformation Learning
Problem
Gil Broza, M.Sc. thesis (supervised by
Prepared: October 1998
61 pages
A demo program
Knowledge
Acquisition in Statistical Learning Theory
Submitted: December 1999
162 pages 433924 bytes.
Statistical Analysis and Modeling of Brain Cells
Activity
Submitted: November 1999
109 pages 1202758 bytes.
Methods for Global Organization of all Known Protein
Sequences
Submitted: January 1999
155 pages 726906 bytes.
Faithful
Representations and Momens of Satisfaction:
Probabilistic Methods in Learning and Logic
Submitted: December 1998
126 pages 342906 bytes.
Polyspectral Analysis of Musical Timbre
Submitted: October 1996
91 pages 1374245 bytes.
Automata
Learning and its Applications
Submitted: June 1995
150 pages 497,906 bytes.
"What
has been will be again":
A Machine Learning Approach to the Analysis of Natural Language
Submitted: June 1995
112 pages 875,217 bytes.
Unsupervised
Learning of Cell Activities in the Associative Cortex of Behaving Monkeys,
Using HMM
Prepared: January 1994
90 pages 637,812 bytes.
Hierarchical Hidden Markov Models
Prepared: October 1994
103 pages .
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