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Workshop on Machine Learning and Music

Genre Classification of Music by Tonal Harmony
Jul 31, 2008
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3967 views

An information-dynamic model of melodic segmentation
Jul 31, 2008
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3531 views

Chorale Harmonization in the Style of J.S. Bach, A Machine Learning Approach
Jul 31, 2008
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4564 views

Detecting Changes in Musical Texture
Jul 31, 2008
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4578 views

Towards Logic-based Representations of Musical Harmony for Classification, Retri...
Jul 30, 2008
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3968 views

Discovery of distinctive patterns in music
Jul 31, 2008
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368 views

Melody Characterization by a Fuzzy Rule System
Jul 31, 2008
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5177 views

Musical Source Separation using Generalised Non-Negative Tensor Factorisation Mo...
Jul 28, 2008
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3258 views

Modeling Celtic Violin Expressive Performance
Jul 28, 2008
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3094 views

Learning to analyse tonal music
Jul 31, 2008
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4564 views

Learning Violinist's Expressive Trends
Jul 28, 2008
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2903 views

The Potential of Reinforcement Learning for Live Musical Agents
Jul 28, 2008
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3252 views

Identifying Cover Songs Using Normalized Compression Distance
Jul 30, 2008
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3852 views

Training Music Sequence Recognizers with Linear Dynamic Programming
Jul 30, 2008
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2853 views

Using Mathematical Morphology for Geometric Music Retrieval
Aug 11, 2008
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3332 views

Metropolis-Hastings Sampling in a FilterBoost Music Classifier
Jul 30, 2008
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3185 views

Composer classification using grammatical inference
Jul 30, 2008
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3190 views
Workshop on Nonparametric Bayes Workshop

The Infinite Factorial Hidden Markov Model
Aug 4, 2008
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7126 views

A stochastic programming perspective on nonparametric Bayes
Aug 4, 2008
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4182 views

Nonparametric Bayesian Density Modeling with Gaussian Processes
Aug 4, 2008
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6475 views

Ingredients for Developing NPB Software
Aug 7, 2008
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3288 views

The Mondrian Process
Aug 4, 2008
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6090 views

Nonparametric Functional Data Analysis
Aug 4, 2008
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5360 views

Hierarchical Base Compiler
Aug 7, 2008
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3900 views

Nonparametric Learning of Switching Autoregressive Processes
Aug 4, 2008
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6027 views

On a Sub-optimality Conjecture
Aug 4, 2008
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3424 views

Dynamic Non-Parametric Mixture Models and The Recurrent Chinese Restaurant Proce...
Aug 4, 2008
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5313 views

Time Dependent Stick Breaking Processes
Aug 4, 2008
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5004 views

Welcome and introduction
Aug 4, 2008
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4811 views

Covariate Dependent Random Partitions
Aug 4, 2008
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3950 views
Workshop on Prior Knowledge for Text and Language

Poster: Dirichlet Process Mixture Models for Verb Clustering
Aug 11, 2008
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3801 views

Poster: Using Prior Domain Knowledge to Build HMM-Based Semantic Tagger Trained ...
Aug 11, 2008
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3165 views

Encoding prior knowledge in text processing
Aug 11, 2008
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6051 views

Why isn’t linguistics more useful in NLP?
Aug 11, 2008
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4772 views

Bayesian Modeling of Dependency Trees Using Hierarchical Pitman-Yor Priors
Aug 11, 2008
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5282 views

DRASO: Declaratively Regularized Alternating Structural Optimization
Aug 11, 2008
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4758 views

Learning Rules: From PCFGs to Adaptor Grammars
Aug 11, 2008
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4728 views

Incorporating Prior Knowledge into NLP with Markov Logic
Aug 11, 2008
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7898 views

Opening Remarks
Aug 11, 2008
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2710 views

Panel: Complex Model => Rich Prior Knowledge
Aug 11, 2008
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2989 views

Constraints as Prior Knowledge
Aug 11, 2008
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3288 views

Expanding a Gazetteer-Based Approach for Geo-Parsing Disease Alerts
Aug 11, 2008
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7247 views

Poster: Knowledge as a Constraint on Uncertainty for Unsupervised Classification...
Aug 11, 2008
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3022 views

Some thoughts on prior knowledge, deep architectures and NLP
Aug 11, 2008
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3639 views

Panel: Priors, Deep Architectures and NLP: YOU ARE DOING EVERYTHING WRONG!!
Aug 12, 2008
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3944 views

The Luckiness Principle
Aug 11, 2008
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3089 views

Knowledge and Language
Aug 11, 2008
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3339 views

Poster: Exponential family sparse coding with application to self-taught learnin...
Aug 11, 2008
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117 views

Poster: Using Participant Role in Multiparty Meetings as Prior Knowledge for Non...
Aug 11, 2008
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3314 views
Workshop on Recent Breakthroughs in Minimum Description Length Learning

Sequential and factorized NML models
Aug 13, 2008
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3103 views

Fast computation of NML for Bayesian networks
Aug 12, 2008
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2961 views

Nonparametric density estimation by switching
Aug 12, 2008
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3335 views

Normalized maximum likelihood models in genomics
Aug 13, 2008
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3900 views

Generalization theory of two-part code MDL estimator
Aug 13, 2008
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3942 views

Extensions to MDL denoising
Aug 12, 2008
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3019 views

Information consistency of nonparametric Gaussian process methods
Aug 13, 2008
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3212 views

MDL Tutorial
Aug 12, 2008
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12036 views
Workshop on PASCAL Large Scale Learning Challenge

LaRank, SGD-QN - Fast Optimizers for Linear SVM
Sep 1, 2008
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6436 views

An Efficient Parameter - Free Method for Large Scale Offline Learning
Sep 1, 2008
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3283 views

Large Scale Support Vector Machines
Sep 1, 2008
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5908 views

Parallel streaming decision trees
Sep 1, 2008
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4260 views

Large Scale Learning - Challenge: Discussion and Summary
Sep 1, 2008
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3249 views

Large Scale Learning Which Is Actually Useful
Sep 1, 2008
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4474 views

Pascal Challenge: Linear Support Vector Machines
Sep 1, 2008
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4389 views

CTJLSVM: Componentwise Triple Jump Acceleration for Training Linear SVM
Sep 1, 2008
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3235 views

Large Scale Learning - Challenge
Sep 1, 2008
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3737 views

Interior Point SVM
Sep 1, 2008
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3867 views

Training Support Vector Machines: Status and Challenges
Sep 1, 2008
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5983 views

Averaging Support Vector Machines for Processing Large Data Sets
Sep 1, 2008
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3415 views