Pattern recognition and machine learning

Optimal Estimation of Parameters

Rissanen, Jorma
Published: June 2012Published: June 2012

Bayesian Reasoning and Machine Learning

textbook

Barber, David
Published: February 2012Published: June 2012

Bayesian Time Series Models

Barber, David
Cemgil, A. Taylan
Chiappa, Silvia
Published: August 2011Published: March 2012

Multibiometrics for Human Identification

Bhanu, Bir
Govindaraju, Venu
Published: June 2011Published: December 2011

Phase Transitions in Machine Learning

Saitta, Lorenza
Giordana, Attilio
Cornuéjols, Antoine
Published: June 2011Published: June 2011

Probabilistic Reasoning in Multiagent Systems

A Graphical Models Approach

Xiang, Yang
Published: August 2010Published: August 2002Published: January 2005

Grammatical Inference

Learning Automata and Grammars

de la Higuera, Colin
Published: April 2010Published: March 2011

Empirical Processes in M-Estimation

van de Geer, Sara A.
Published: January 2010

Neural Network Learning

Theoretical Foundations

Anthony, Martin
Bartlett, Peter L.
Published: September 2009Published: November 1999Published: March 2011

Algebraic Geometry and Statistical Learning Theory

Watanabe, Sumio
Published: August 2009Published: November 2009

On-Line Learning in Neural Networks

Saad, David
Published: July 2009Published: January 1999Published: March 2011

Finding Out About

A Cognitive Perspective on Search Engine Technology and the WWW

textbook

Belew, Richard K.
Published: October 2008

Pattern Recognition and Neural Networks

Ripley, Brian D.
Published: January 2008

Learning Theory

An Approximation Theory Viewpoint

Cucker, Felipe
Zhou, Ding Xuan
Published: March 2007Published: March 2007

Prediction, Learning, and Games

Cesa-Bianchi, Nicolo
Lugosi, Gabor
Published: May 2006Published: May 2006

Applied Combinatorics on Words

Lothaire, M.
Published: July 2005Published: No date available

Kernel Methods for Pattern Analysis

Shawe-Taylor, John
Cristianini, Nello
Published: July 2004Published: July 2006

Information Theory, Inference and Learning Algorithms

textbook

MacKay, David J. C.
Published: September 2003

(1 reviews)

Statistical Mechanics of Learning

Engel, A.
Van den Broeck, C.
Published: March 2001Published: March 2001Published: January 2005

Independent Component Analysis

Principles and Practice

Roberts, Stephen
Everson, Richard
Published: March 2001