Workshops

Workshops

69 Videos · Jul 8, 2008

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Workshop on Machine Learning and Music

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21:04

Genre Classification of Music by Tonal Harmony

Carlos Perez-Sancho

Jul 31, 2008

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3967 views

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20:28

An information-dynamic model of melodic segmentation

Marcus T. Pearce

Jul 31, 2008

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3531 views

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20:24

Chorale Harmonization in the Style of J.S. Bach, A Machine Learning Approach

Menno M. van Zaanen

Jul 31, 2008

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4564 views

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20:27

Detecting Changes in Musical Texture

Atte Tenkanen

Jul 31, 2008

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4578 views

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20:29

Towards Logic-based Representations of Musical Harmony for Classification, Retri...

Amelie Anglade

Jul 30, 2008

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3968 views

Draft
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19:57

Discovery of distinctive patterns in music

Darrell Conklin

Jul 31, 2008

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368 views

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18:11

Melody Characterization by a Fuzzy Rule System

David Rizo Valero

Jul 31, 2008

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5177 views

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18:33

Musical Source Separation using Generalised Non-Negative Tensor Factorisation Mo...

Derry FitzGerald

Jul 28, 2008

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3258 views

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17:07

Modeling Celtic Violin Expressive Performance

Rafael Ramirez

Jul 28, 2008

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3094 views

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14:36

Learning to analyse tonal music

David Rizo Valero

Jul 31, 2008

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4564 views

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18:00

Learning Violinist's Expressive Trends

Miguel Molina-Solana

Jul 28, 2008

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2903 views

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18:11

The Potential of Reinforcement Learning for Live Musical Agents

Nick Collins

Jul 28, 2008

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3252 views

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16:24

Identifying Cover Songs Using Normalized Compression Distance

Teppo E. Ahonen

Jul 30, 2008

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3852 views

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17:09

Training Music Sequence Recognizers with Linear Dynamic Programming

Eric Nichols

Jul 30, 2008

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2853 views

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19:50

Using Mathematical Morphology for Geometric Music Retrieval

Mikko Karvonen

Aug 11, 2008

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3332 views

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15:06

Metropolis-Hastings Sampling in a FilterBoost Music Classifier

Thierry Bertin-Mahieux

Jul 30, 2008

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3185 views

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23:47

Composer classification using grammatical inference

Menno M. van Zaanen

Jul 30, 2008

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3190 views

Workshop on Nonparametric Bayes Workshop

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15:40

The Infinite Factorial Hidden Markov Model

Jurgen Van Gael

Aug 4, 2008

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7126 views

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16:38

A stochastic programming perspective on nonparametric Bayes

Daniel Roy

Aug 4, 2008

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4182 views

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17:21

Nonparametric Bayesian Density Modeling with Gaussian Processes

Ryan Prescott Adams

Aug 4, 2008

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6475 views

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06:49

Ingredients for Developing NPB Software

Max Welling

Aug 7, 2008

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3288 views

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19:08

The Mondrian Process

Daniel Roy

Aug 4, 2008

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6090 views

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33:33

Nonparametric Functional Data Analysis

Sonia Petrone

Aug 4, 2008

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5360 views

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06:11

Hierarchical Base Compiler

Hal Daumé III

Aug 7, 2008

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3900 views

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21:16

Nonparametric Learning of Switching Autoregressive Processes

Emily Fox

Aug 4, 2008

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6027 views

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20:05

On a Sub-optimality Conjecture

Catia Scricciolo

Aug 4, 2008

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3424 views

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19:53

Dynamic Non-Parametric Mixture Models and The Recurrent Chinese Restaurant Proce...

Eric P. Xing

Aug 4, 2008

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5313 views

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43:13

Time Dependent Stick Breaking Processes

Jim Griffin

Aug 4, 2008

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5004 views

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03:39

Welcome and introduction

Yee Whye Teh

Aug 4, 2008

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4811 views

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40:50

Covariate Dependent Random Partitions

Peter Mueller

Aug 4, 2008

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3950 views

Workshop on Prior Knowledge for Text and Language

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06:21

Poster: Dirichlet Process Mixture Models for Verb Clustering

Andreas Vlachos

Aug 11, 2008

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3801 views

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06:30

Poster: Using Prior Domain Knowledge to Build HMM-Based Semantic Tagger Trained ...

Kinfe Tadesse Mengistu

Aug 11, 2008

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3165 views

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05:21

Encoding prior knowledge in text processing

David Blei

Aug 11, 2008

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6051 views

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08:15

Why isn’t linguistics more useful in NLP?

Mark Johnson

Aug 11, 2008

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4772 views

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28:50

Bayesian Modeling of Dependency Trees Using Hierarchical Pitman-Yor Priors

Hanna M. Wallach

Aug 11, 2008

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5282 views

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23:19

DRASO: Declaratively Regularized Alternating Structural Optimization

Partha Pratim Talukdar

Aug 11, 2008

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4758 views

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43:27

Learning Rules: From PCFGs to Adaptor Grammars

Mark Johnson

Aug 11, 2008

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4728 views

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46:35

Incorporating Prior Knowledge into NLP with Markov Logic

Pedro Domingos

Aug 11, 2008

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7898 views

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04:02

Opening Remarks

Marc Dymetman

Aug 11, 2008

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2710 views

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06:59

Panel: Complex Model => Rich Prior Knowledge

Fabrizio Costa

Aug 11, 2008

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2989 views

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26:56

Constraints as Prior Knowledge

Dan Roth

Aug 11, 2008

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3288 views

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23:47

Expanding a Gazetteer-Based Approach for Geo-Parsing Disease Alerts

Mikaela Keller

Aug 11, 2008

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7247 views

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12:29

Poster: Knowledge as a Constraint on Uncertainty for Unsupervised Classification...

Thomas J. Murray

Aug 11, 2008

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3022 views

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42:59

Some thoughts on prior knowledge, deep architectures and NLP

Jason Weston

Aug 11, 2008

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3639 views

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06:57

Panel: Priors, Deep Architectures and NLP: YOU ARE DOING EVERYTHING WRONG!!

Jason Weston

Aug 12, 2008

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3944 views

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08:09

The Luckiness Principle

Peter Grünwald

Aug 11, 2008

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3089 views

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09:05

Knowledge and Language

Pedro Domingos

Aug 11, 2008

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3339 views

Draft
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16:00

Poster: Exponential family sparse coding with application to self-taught learnin...

Honglak Lee

Aug 11, 2008

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117 views

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11:03

Poster: Using Participant Role in Multiparty Meetings as Prior Knowledge for Non...

Songfang Huang

Aug 11, 2008

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3314 views

Workshop on Recent Breakthroughs in Minimum Description Length Learning

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30:04

Sequential and factorized NML models

Tomi Silander

Aug 13, 2008

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3103 views

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29:51

Fast computation of NML for Bayesian networks

Petri Myllymäki

Aug 12, 2008

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2961 views

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23:41

Nonparametric density estimation by switching

Steven de Rooij

Aug 12, 2008

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3335 views

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28:28

Normalized maximum likelihood models in genomics

Ioan Tabus

Aug 13, 2008

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3900 views

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26:17

Generalization theory of two-part code MDL estimator

Tong Zhang

Aug 13, 2008

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3942 views

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23:18

Extensions to MDL denoising

Janne Ojanen

Aug 12, 2008

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3019 views

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31:29

Information consistency of nonparametric Gaussian process methods

Matthias W. Seeger

Aug 13, 2008

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3212 views

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01:23:45

MDL Tutorial

Peter Grünwald

Aug 12, 2008

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12036 views

Workshop on PASCAL Large Scale Learning Challenge

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32:05

LaRank, SGD-QN - Fast Optimizers for Linear SVM

Antoine Bordes

Sep 1, 2008

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6436 views

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28:47

An Efficient Parameter - Free Method for Large Scale Offline Learning

Marc Boulle

Sep 1, 2008

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3283 views

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31:56

Large Scale Support Vector Machines

Chih-Jen Lin

Sep 1, 2008

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5908 views

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19:57

Parallel streaming decision trees

Yossi Richter

Sep 1, 2008

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4260 views

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56:39

Large Scale Learning - Challenge: Discussion and Summary

Sören Sonnenburg

Sep 1, 2008

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3249 views

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50:32

Large Scale Learning Which Is Actually Useful

Ronan Collobert

Sep 1, 2008

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4474 views

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22:11

Pascal Challenge: Linear Support Vector Machines

Hsiang-Fu Yu

Sep 1, 2008

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4389 views

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31:48

CTJLSVM: Componentwise Triple Jump Acceleration for Training Linear SVM

Chun-Nan Hsu

Sep 1, 2008

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3235 views

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38:08

Large Scale Learning - Challenge

Vojtech Franc,

Sören Sonnenburg

Sep 1, 2008

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3737 views

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04:53

Interior Point SVM

Sören Sonnenburg

Sep 1, 2008

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3867 views

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39:33

Training Support Vector Machines: Status and Challenges

Chih-Jen Lin

Sep 1, 2008

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5983 views

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24:30

Averaging Support Vector Machines for Processing Large Data Sets

Jochen Garcke

Sep 1, 2008

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3415 views