Workshops
67 Lectures · Jul 8, 2008
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Workshop on Machine Learning and Music
Musical Source Separation using Generalised Non-Negative Tensor Factorisation Mo...
Jul 28, 2008
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3249 Views
Learning Violinist's Expressive Trends
Jul 28, 2008
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2896 Views
The Potential of Reinforcement Learning for Live Musical Agents
Jul 28, 2008
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3242 Views
Modeling Celtic Violin Expressive Performance
Jul 28, 2008
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3082 Views
Identifying Cover Songs Using Normalized Compression Distance
Jul 30, 2008
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3843 Views
Towards Logic-based Representations of Musical Harmony for Classification, Retri...
Jul 30, 2008
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3955 Views
Metropolis-Hastings Sampling in a FilterBoost Music Classifier
Jul 30, 2008
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3177 Views
Composer classification using grammatical inference
Jul 30, 2008
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3184 Views
Training Music Sequence Recognizers with Linear Dynamic Programming
Jul 30, 2008
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2848 Views
Genre Classification of Music by Tonal Harmony
Jul 31, 2008
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3959 Views
Using Mathematical Morphology for Geometric Music Retrieval
Aug 11, 2008
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3321 Views
Learning to analyse tonal music
Jul 31, 2008
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4558 Views
Chorale Harmonization in the Style of J.S. Bach, A Machine Learning Approach
Jul 31, 2008
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4557 Views
An information-dynamic model of melodic segmentation
Jul 31, 2008
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3527 Views
Melody Characterization by a Fuzzy Rule System
Jul 31, 2008
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5170 Views
Detecting Changes in Musical Texture
Jul 31, 2008
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4566 Views
Workshop on Nonparametric Bayes Workshop
Welcome and introduction
Aug 04, 2008
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4805 Views
Time Dependent Stick Breaking Processes
Aug 04, 2008
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4987 Views
The Infinite Factorial Hidden Markov Model
Aug 04, 2008
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7117 Views
Dynamic Non-Parametric Mixture Models and The Recurrent Chinese Restaurant Proce...
Aug 04, 2008
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5297 Views
Nonparametric Functional Data Analysis
Aug 04, 2008
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5351 Views
Nonparametric Bayesian Density Modeling with Gaussian Processes
Aug 04, 2008
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6459 Views
Hierarchical Base Compiler
Aug 07, 2008
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3887 Views
A stochastic programming perspective on nonparametric Bayes
Aug 04, 2008
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4169 Views
Ingredients for Developing NPB Software
Aug 07, 2008
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3283 Views
On a Sub-optimality Conjecture
Aug 04, 2008
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3415 Views
Covariate Dependent Random Partitions
Aug 04, 2008
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3942 Views
Nonparametric Learning of Switching Autoregressive Processes
Aug 04, 2008
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6017 Views
The Mondrian Process
Aug 04, 2008
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6022 Views
Workshop on Prior Knowledge for Text and Language
Opening Remarks
Aug 11, 2008
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2704 Views
Learning Rules: From PCFGs to Adaptor Grammars
Aug 11, 2008
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4718 Views
Constraints as Prior Knowledge
Aug 11, 2008
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3274 Views
Some thoughts on prior knowledge, deep architectures and NLP
Aug 11, 2008
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3632 Views
Poster: Using Participant Role in Multiparty Meetings as Prior Knowledge for Non...
Aug 11, 2008
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3282 Views
Poster: Knowledge as a Constraint on Uncertainty for Unsupervised Classification...
Aug 11, 2008
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3015 Views
Poster: Using Prior Domain Knowledge to Build HMM-Based Semantic Tagger Trained ...
Aug 11, 2008
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3157 Views
Poster: Dirichlet Process Mixture Models for Verb Clustering
Aug 11, 2008
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3790 Views
Incorporating Prior Knowledge into NLP with Markov Logic
Aug 11, 2008
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7879 Views
Expanding a Gazetteer-Based Approach for Geo-Parsing Disease Alerts
Aug 11, 2008
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7236 Views
Bayesian Modeling of Dependency Trees Using Hierarchical Pitman-Yor Priors
Aug 11, 2008
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5277 Views
The Luckiness Principle
Aug 11, 2008
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3081 Views
Encoding prior knowledge in text processing
Aug 11, 2008
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6044 Views
Why isn’t linguistics more useful in NLP?
Aug 11, 2008
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4756 Views
Knowledge and Language
Aug 11, 2008
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3331 Views
Panel: Complex Model => Rich Prior Knowledge
Aug 11, 2008
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2984 Views
Panel: Priors, Deep Architectures and NLP: YOU ARE DOING EVERYTHING WRONG!!
Aug 12, 2008
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3933 Views
DRASO: Declaratively Regularized Alternating Structural Optimization
Aug 11, 2008
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4745 Views
Workshop on Recent Breakthroughs in Minimum Description Length Learning
MDL Tutorial
Aug 12, 2008
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12025 Views
Fast computation of NML for Bayesian networks
Aug 12, 2008
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2955 Views
Extensions to MDL denoising
Aug 12, 2008
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3013 Views
Nonparametric density estimation by switching
Aug 12, 2008
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3324 Views
Sequential and factorized NML models
Aug 13, 2008
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3093 Views
Generalization theory of two-part code MDL estimator
Aug 13, 2008
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3931 Views
Normalized maximum likelihood models in genomics
Aug 13, 2008
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3877 Views
Information consistency of nonparametric Gaussian process methods
Aug 13, 2008
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3201 Views
Workshop on PASCAL Large Scale Learning Challenge
Large Scale Learning - Challenge
Sep 01, 2008
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3726 Views
Large Scale Learning Which Is Actually Useful
Sep 01, 2008
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4467 Views
Pascal Challenge: Linear Support Vector Machines
Sep 01, 2008
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4374 Views
Parallel streaming decision trees
Sep 01, 2008
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4253 Views
CTJLSVM: Componentwise Triple Jump Acceleration for Training Linear SVM
Sep 01, 2008
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3223 Views
An Efficient Parameter - Free Method for Large Scale Offline Learning
Sep 01, 2008
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3273 Views
Training Support Vector Machines: Status and Challenges
Sep 01, 2008
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5974 Views
Interior Point SVM
Sep 01, 2008
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3858 Views
Large Scale Support Vector Machines
Sep 01, 2008
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5904 Views
LaRank, SGD-QN - Fast Optimizers for Linear SVM
Sep 01, 2008
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6420 Views
Large Scale Learning - Challenge: Discussion and Summary
Sep 01, 2008
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3246 Views
Averaging Support Vector Machines for Processing Large Data Sets
Sep 01, 2008
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3402 Views