The 5th International Workshop on Mining and Learning with Graphs

Recent Events more...

The LIF organised the second bootcamp of the European Network of Excellence PASCAL (Pattern Analysis, Statistical modelling and ComputAtional Learning). ...

27th International Conference on Machine Learning 2010 - Haifa

ICML is the leading international machine learning conference, attracting annually some 500 participants from all over the world. ICML is ...

7th Extended Semantic Web Conference 2010 - Heraklion

The mission of the Extended Semantic Web Conference (ESWC 2010) is to bring together researchers and practioners dealing with different ...

Cognitive Science and Machine Learning Summer School 2010 - Sardinia

Cognitive science aims to reverse engineer human intelligence; machine learning provides one of our most powerful sources of insight into ...

First Workshop on Automated Knowledge Based Construction 2010 - Grenoble

Good decision-making is dependent on comprehensive, accurate knowledge. But the information relevant to many important decisions in areas such as ...

Project summary - PASCAL NoE

PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

The objective is to build a Europe-wide Distributed Institute which will pioneer principled methods of pattern analysis, statistical modelling and computational learning as core enabling technologies for multimodal interfaces that are capable of natural and seamless interaction with and among individual human users. more information >>>

Workshops

First Workshop on Automated Knowledge Based Construction 2010 - Grenoble

Good decision-making is dependent on comprehensive, accurate knowledge. But the information relevant to many important decisions in areas such as ...

NIPS 2009 Workshops

The Post-Conference Workshop Program covered a wide range of topics from Neuroscience to Machine Learning. For more workshop schedule information ...

Third International Workshop on Machine Learning in Systems Biology

Molecular biology and all the biomedical sciences are undergoing a true revolution as a result of the emergence and growing ...

TUTORIALS: more...

[syn] 21384 views, 4:59:19 Machine Learning, Probability and Graphical ModelsMachine Learning, Probability and Graphical Models Sam Roweis Sam Roweis 27 comments	[syn] 15399 views, 3:54:31 Support Vector MachinesSupport Vector Machines Chih-Jen Lin Chih-Jen Lin 19 comments	[syn] 10884 views, 5:22:53 Monte Carlo Simulation for Statistical Inference, Model Selection and Decision Making Monte Carlo Simulation for Statistical Inference, Model Selection and Decision ... Nando de Freitas Nando de Freitas 17 comments
[syn] 9242 views, 42:43 A Tutorial Introduction to Stochastic Differential Equations: Continuous-time Gaussian Markov ProcessesA Tutorial Introduction to Stochastic Differential Equations: Continuous-time Gaussian Markov ... Chris Williams Chris Williams 12 comments	[syn] 7932 views, 1:34:49 Dirichlet Processes: Tutorial and Practical CourseDirichlet Processes: Tutorial and Practical Course Yee Whye Teh Yee Whye Teh 9 comments	[syn] 7018 views, 3:24:20 Lectures on ClusteringLectures on Clustering Ulrike von Luxburg Ulrike von Luxburg 5 comments

SCHOOLS:

Cognitive Science and Machine Learning Summer School 2010 - Sardinia
Cognitive science aims to reverse engineer human intelligence; machine learning provides one of our most powerful sources of insight into ...

Machine Learning Summer School 2009 - Cambridge
The 13th Machine Learning Summer School was held in Cambridge, UK. This year's edition was organized by the University of ...

Machine Learning Summer School on Theory and Practice of Computational Learning
The theme of this year's summer school is Theory and Practice of Computational Learning, to be held in conjunction with ...

Summer Schools in Logic and Learning
The Summer Schools in Logic and Learning bring together two annual summer schools in the area of logic and machine ...

AERFAI Summer School on New Trends in Pattern Recognition for Language Technologies
The aim of this Summer School is to introduce PhD students and young researchers into challenging areas of Natural Language ...

Some upcoming Events and Courses...

Fourth International Workshop on Machine Learning in Systems Biology
Oct. 15, 2010 @ Edinburgh, GB

5th IAPR International Conference on Pattern Recognition in Bioinformatics 2010
Sept. 22, 2010 @ Nijmegen, NL

Cancer Bioinformatics Workshop
Sept. 2, 2010 @ Cambridge, GB

Workshop on Applications of Pattern Analysis 2010
Sept. 1, 2010 @ London, GB

Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2010) and Statistical Techniques in Pattern Recognition (SPR 2010)
Aug. 18, 2010 @ Cesme, TR

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Topic taxonomy

Type of content

Language

Year

The 5th International Workshop on Mining and Learning with Graphs

The 5th International Workshop on Mining and Learning with Graphs

Stability and Resampling Methods for Clustering

Spotlights

Thirteenth International Conference on Artificial Intelligence and Statistics 2010 - Sardinia

PASCAL First Challenges Workshop 2005 - Southampton

Machine Learning Summer School 2006 - Taipei

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)

Workshops

MLG - 2008: 6th International Workshop on Mining and Learning with Graphs

Tutorials

Workshop

Machine Learning Summer School on Theory and Practice of Computational Learning

Machine Learning Summer School 2005 - Canberra

Cognitive Science and Machine Learning Summer School 2010 - Sardinia

International Workshop on Intelligent Information Access 2006 - Helsinki

NIPS ´08 Workshop: Algebraic and combinatorial methods in machine learning

Computational Biology

Algorithms in Complex Systems

PASCAL Foundations and New Trends of PAC Bayesian Learning 2010

Pattern Recognition and Machine Learning in Computer Vision Workshop 2004 - Grenoble

Gaussian Processes in Practice Workshop 2006 - Bletchley Park

Twenty-Third Annual Conference on Neural Information Processing Systems (NIPS) 2009

The 26th International Conference on Machine Learning (ICML 2009)

Type I and type II errors for Multiple Simultaneous Hypothesis Testing

Learning and Inference in Computational Systems Biology

Workshops

Notions of Complexity: Information-theoretic, computational and statistical approaches 2004 - Eindhoven

Learning and Inference in Computational Systems Biology (LICSB) 2010 - Warwick

Learning when test and training inputs have different distributions

PASCAL Workshop on Methods of Data Analysis in Computational Neuroscience and Brain Computer Interfaces

(Ab)Use of Bounds Workshop

The 18th European Conference on Machine Learning (ECML) and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD)

EPSRC Winter School in Mathematics for Data Modelling

International Conference on Multimodal Interfaces 2005 - Trento

NIPS ´08 Workshop: Kernel Learning - Automatic Selection of Optimal Kernels

NIPS ´08 Workshop: New Challenges in Theoretical Machine Learning: Learning with Data-dependent Concept Spaces

ILP/MLG/SRL collocated International conferences/workshops on learning from relational, graph-based and probabilistic knowledge

Optimization and inference in machine learning and physics workshop 2005 - Lavin

Machine Learning Summer School 2003 - Tübingen

Machine Learning Summer School 2002 - Canberra

Probabilistic Modelling of Networks and Pathways

27th International Conference on Machine Learning 2010 - Haifa

Regression in Robotics - Approaches and Applications

NIPS '07 Workshop on Representations and Inference on Probability Distributions

ICML 2007 - The 24th Annual International Conference on Machine Learning

Learning and Inference in Computational and Systems Biology

Principled methods of trading exploration and exploitation 2005 - London

JOINT AMI/PASCAL/IM2/M4 Workshop on Multimodal Interaction and Related Machine Learning Algorithms 2004 - Martigny

BBCI Workshop 2009 - Advances in Neurotechnologies

The Analysis of Patterns

Uncertainty in Artificial Intelligence (UAI 2008)

NIPS 2009 Workshops

9th International Colloquium on Grammatical Inference

Sessions

Sparsity in Machine Learning and Statistics

Workshop on New Directions on Decoding Mental States from fMRI Data 2006 - Whistler

International Workshop - Machine Learning for Aerospace

NIPS ´08 Workshop: Machine Learning in Computational Biology

NIPS '07 Workshop on Music, Brain and Cognition

PASCAL Bootcamp in Machine Learning

Open House on Multi-Task and Complex Outputs Learning 2006 - London

Machine Learning, Support Vector Machines, and Large Scale Optimization Workshop 2005 - Thurnau

The Analysis of Patterns

Evening Talks

Pascal Workshop on Graph Theory and Machine Learning

NIPS ´08 Workshop: Learning from Multiple Sources

Tutorials

Machine Learning Summer School 2008 - Kioloa

Summer Schools in Logic and Learning

PASCAL Bootcamp in Machine Learning

On-line Trading of Exploration and Exploitation 2006 - Whistler

2nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms 2005 - Edinburgh

NIPS '07 Workshop on Efficient Machine Learning

PASCAL Second Challenges Workshop 2006 - Venice