Jul 8, 2008 
69 videos 
Workshops
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Workshop on Machine Learning and Music
Genre Classification of Music by Tonal Harmony
Jul 31, 2008 3976 views
An information-dynamic model of melodic segmentation
Jul 31, 2008 3540 views
Chorale Harmonization in the Style of J.S. Bach, A Machine Learning Approach
Jul 31, 2008 4570 views
Detecting Changes in Musical Texture
Jul 31, 2008 4587 views
Towards Logic-based Representations of Musical Harmony for Classification, Retri...
Jul 30, 2008 3983 views
Discovery of distinctive patterns in music
Jul 31, 2008 368 views
Melody Characterization by a Fuzzy Rule System
Jul 31, 2008 5200 views
Musical Source Separation using Generalised Non-Negative Tensor Factorisation Mo...
Jul 28, 2008 3265 views
Modeling Celtic Violin Expressive Performance
Jul 28, 2008 3102 views
Learning to analyse tonal music
Jul 31, 2008 4575 views
Learning Violinist's Expressive Trends
Jul 28, 2008 2906 views
The Potential of Reinforcement Learning for Live Musical Agents
Jul 28, 2008 3266 views
Identifying Cover Songs Using Normalized Compression Distance
Jul 30, 2008 3869 views
Training Music Sequence Recognizers with Linear Dynamic Programming
Jul 30, 2008 2857 views
Using Mathematical Morphology for Geometric Music Retrieval
Aug 11, 2008 3341 views
Metropolis-Hastings Sampling in a FilterBoost Music Classifier
Jul 30, 2008 3196 views
Composer classification using grammatical inference
Jul 30, 2008 3201 views
Workshop on Nonparametric Bayes Workshop
The Infinite Factorial Hidden Markov Model
Aug 4, 2008 7138 views
A stochastic programming perspective on nonparametric Bayes
Aug 4, 2008 4204 views
Nonparametric Bayesian Density Modeling with Gaussian Processes
Aug 4, 2008 6489 views
Ingredients for Developing NPB Software
Aug 7, 2008 3292 views
The Mondrian Process
Aug 4, 2008 6109 views
Nonparametric Functional Data Analysis
Aug 4, 2008 5374 views
Hierarchical Base Compiler
Aug 7, 2008 3911 views
Nonparametric Learning of Switching Autoregressive Processes
Aug 4, 2008 6045 views
On a Sub-optimality Conjecture
Aug 4, 2008 3431 views
Dynamic Non-Parametric Mixture Models and The Recurrent Chinese Restaurant Proce...
Aug 4, 2008 5331 views
Time Dependent Stick Breaking Processes
Aug 4, 2008 5022 views
Welcome and introduction
Aug 4, 2008 4816 views
Covariate Dependent Random Partitions
Aug 4, 2008 3960 views
Workshop on Prior Knowledge for Text and Language
Poster: Dirichlet Process Mixture Models for Verb Clustering
Aug 11, 2008 3807 views
Poster: Using Prior Domain Knowledge to Build HMM-Based Semantic Tagger Trained ...
Aug 11, 2008 3181 views
Encoding prior knowledge in text processing
Aug 11, 2008 6064 views
Why isn’t linguistics more useful in NLP?
Aug 11, 2008 4802 views
Bayesian Modeling of Dependency Trees Using Hierarchical Pitman-Yor Priors
Aug 11, 2008 5291 views
DRASO: Declaratively Regularized Alternating Structural Optimization
Aug 11, 2008 4767 views
Learning Rules: From PCFGs to Adaptor Grammars
Aug 11, 2008 4739 views
Incorporating Prior Knowledge into NLP with Markov Logic
Aug 11, 2008 7915 views
Opening Remarks
Aug 11, 2008 2715 views
Panel: Complex Model => Rich Prior Knowledge
Aug 11, 2008 2998 views
Constraints as Prior Knowledge
Aug 11, 2008 3300 views
Expanding a Gazetteer-Based Approach for Geo-Parsing Disease Alerts
Aug 11, 2008 7257 views
Poster: Knowledge as a Constraint on Uncertainty for Unsupervised Classification...
Aug 11, 2008 3033 views
Some thoughts on prior knowledge, deep architectures and NLP
Aug 11, 2008 3648 views
Panel: Priors, Deep Architectures and NLP: YOU ARE DOING EVERYTHING WRONG!!
Aug 12, 2008 3962 views
The Luckiness Principle
Aug 11, 2008 3099 views
Knowledge and Language
Aug 11, 2008 3347 views
Poster: Exponential family sparse coding with application to self-taught learnin...
Aug 11, 2008 117 views
Poster: Using Participant Role in Multiparty Meetings as Prior Knowledge for Non...
Aug 11, 2008 3319 views
Workshop on Recent Breakthroughs in Minimum Description Length Learning
Sequential and factorized NML models
Aug 13, 2008 3113 views
Fast computation of NML for Bayesian networks
Aug 12, 2008 2967 views
Nonparametric density estimation by switching
Aug 12, 2008 3343 views
Normalized maximum likelihood models in genomics
Aug 13, 2008 3916 views
Generalization theory of two-part code MDL estimator
Aug 13, 2008 3955 views
Extensions to MDL denoising
Aug 12, 2008 3026 views
Information consistency of nonparametric Gaussian process methods
Aug 13, 2008 3218 views
MDL Tutorial
Aug 12, 2008 12059 views
Workshop on PASCAL Large Scale Learning Challenge
LaRank, SGD-QN - Fast Optimizers for Linear SVM
Sep 1, 2008 6452 views
An Efficient Parameter - Free Method for Large Scale Offline Learning
Sep 1, 2008 3297 views
Large Scale Support Vector Machines
Sep 1, 2008 5916 views
Parallel streaming decision trees
Sep 1, 2008 4274 views
Large Scale Learning - Challenge: Discussion and Summary
Sep 1, 2008 3258 views
Large Scale Learning Which Is Actually Useful
Sep 1, 2008 4487 views
Pascal Challenge: Linear Support Vector Machines
Sep 1, 2008 4406 views
CTJLSVM: Componentwise Triple Jump Acceleration for Training Linear SVM
Sep 1, 2008 3241 views
Large Scale Learning - Challenge
Sep 1, 2008 3750 views
Interior Point SVM
Sep 1, 2008 3879 views
Training Support Vector Machines: Status and Challenges
Sep 1, 2008 5996 views
Averaging Support Vector Machines for Processing Large Data Sets
Sep 1, 2008 3425 views