Workshops
69 Videos · Jul 8, 2008
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Videos
Workshop on Machine Learning and Music
Genre Classification of Music by Tonal Harmony
Jul 31, 2008
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3965 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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4562 views
Detecting Changes in Musical Texture
Jul 31, 2008
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4575 views
Towards Logic-based Representations of Musical Harmony for Classification, Retri...
Jul 30, 2008
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3962 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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5176 views
Musical Source Separation using Generalised Non-Negative Tensor Factorisation Mo...
Jul 28, 2008
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3254 views
Modeling Celtic Violin Expressive Performance
Jul 28, 2008
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3092 views
Learning to analyse tonal music
Jul 31, 2008
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4562 views
Learning Violinist's Expressive Trends
Jul 28, 2008
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2902 views
The Potential of Reinforcement Learning for Live Musical Agents
Jul 28, 2008
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3248 views
Identifying Cover Songs Using Normalized Compression Distance
Jul 30, 2008
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3850 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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3331 views
Metropolis-Hastings Sampling in a FilterBoost Music Classifier
Jul 30, 2008
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3184 views
Composer classification using grammatical inference
Jul 30, 2008
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3187 views
Workshop on Nonparametric Bayes Workshop
The Infinite Factorial Hidden Markov Model
Aug 4, 2008
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7124 views
A stochastic programming perspective on nonparametric Bayes
Aug 4, 2008
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4177 views
Nonparametric Bayesian Density Modeling with Gaussian Processes
Aug 4, 2008
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6469 views
Ingredients for Developing NPB Software
Aug 7, 2008
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3287 views
The Mondrian Process
Aug 4, 2008
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6057 views
Nonparametric Functional Data Analysis
Aug 4, 2008
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5360 views
Hierarchical Base Compiler
Aug 7, 2008
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3897 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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3420 views
Dynamic Non-Parametric Mixture Models and The Recurrent Chinese Restaurant Proce...
Aug 4, 2008
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5307 views
Time Dependent Stick Breaking Processes
Aug 4, 2008
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4999 views
Welcome and introduction
Aug 4, 2008
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4810 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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3797 views
Poster: Using Prior Domain Knowledge to Build HMM-Based Semantic Tagger Trained ...
Aug 11, 2008
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3162 views
Encoding prior knowledge in text processing
Aug 11, 2008
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6050 views
Why isn’t linguistics more useful in NLP?
Aug 11, 2008
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4769 views
Bayesian Modeling of Dependency Trees Using Hierarchical Pitman-Yor Priors
Aug 11, 2008
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5280 views
DRASO: Declaratively Regularized Alternating Structural Optimization
Aug 11, 2008
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4755 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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7894 views
Opening Remarks
Aug 11, 2008
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2707 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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3282 views
Expanding a Gazetteer-Based Approach for Geo-Parsing Disease Alerts
Aug 11, 2008
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7245 views
Poster: Knowledge as a Constraint on Uncertainty for Unsupervised Classification...
Aug 11, 2008
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3021 views
Some thoughts on prior knowledge, deep architectures and NLP
Aug 11, 2008
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3636 views
Panel: Priors, Deep Architectures and NLP: YOU ARE DOING EVERYTHING WRONG!!
Aug 12, 2008
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3943 views
The Luckiness Principle
Aug 11, 2008
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3085 views
Knowledge and Language
Aug 11, 2008
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3336 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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3311 views
Workshop on Recent Breakthroughs in Minimum Description Length Learning
Sequential and factorized NML models
Aug 13, 2008
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3100 views
Fast computation of NML for Bayesian networks
Aug 12, 2008
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2960 views
Nonparametric density estimation by switching
Aug 12, 2008
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3332 views
Normalized maximum likelihood models in genomics
Aug 13, 2008
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3894 views
Generalization theory of two-part code MDL estimator
Aug 13, 2008
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3937 views
Extensions to MDL denoising
Aug 12, 2008
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3017 views
Information consistency of nonparametric Gaussian process methods
Aug 13, 2008
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3207 views
MDL Tutorial
Aug 12, 2008
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12034 views
Workshop on PASCAL Large Scale Learning Challenge
LaRank, SGD-QN - Fast Optimizers for Linear SVM
Sep 1, 2008
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6433 views
An Efficient Parameter - Free Method for Large Scale Offline Learning
Sep 1, 2008
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3280 views
Large Scale Support Vector Machines
Sep 1, 2008
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5907 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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3248 views
Large Scale Learning Which Is Actually Useful
Sep 1, 2008
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4472 views
Pascal Challenge: Linear Support Vector Machines
Sep 1, 2008
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4379 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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3731 views
Interior Point SVM
Sep 1, 2008
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3864 views
Training Support Vector Machines: Status and Challenges
Sep 1, 2008
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5982 views
Averaging Support Vector Machines for Processing Large Data Sets
Sep 1, 2008
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3412 views