International Conference on Machine Learning

Machine learning and data mining

Problems Classification Clustering Regression Anomaly detection Association rules Reinforcement learning Structured prediction Feature engineering Feature learning Online learning Semi-supervised learning Unsupervised learning Learning to rank Grammar induction
Supervised learning (classification • regression) Decision trees Ensembles (Bagging, Boosting, Random forest) k-NN Linear regression Naive Bayes Neural networks Logistic regression Perceptron Relevance vector machine (RVM) Support vector machine (SVM)
Clustering BIRCH Hierarchical k-means Expectation-maximization (EM) DBSCAN OPTICS Mean-shift
Dimensionality reduction Factor analysis CCA ICA LDA NMF PCA t-SNE
Structured prediction Graphical models (Bayes net, CRF, HMM)
Anomaly detection k-NN Local outlier factor
Neural nets Autoencoder Deep learning Multilayer perceptron RNN Restricted Boltzmann machine SOM Convolutional neural network
Reinforcement Learning Q-Learning SARSA Temporal Difference (TD)
Theory Bias-variance dilemma Computational learning theory Empirical risk minimization Occam learning PAC learning Statistical learning VC theory
Machine learning venues NIPS ICML IJMLC ML JMLR ArXiv:cs.LG
Machine learning portal

The International Conference on Machine Learning (ICML) is the leading international academic conference in machine learning, attracting annually more than 2000 participants from all over the world. It is supported by the International Machine Learning Society (IMLS). The conference attracts leading innovations in the field of machine learning. ICML is a top tier conference, and is one of the two most influential conferences in Machine Learning (along with Conference on Neural Information Processing Systems).

History

The first ICML was held 1980 in Pittsburgh.^[1]

The conference completed its 25th anniversary in Helsinki, Finland in 2008.^[2]

Recent conferences were held in Haifa, Israel (2010), Bellevue, Washington, USA (2011), Edinburgh, UK (2012), Atlanta, Georgia, USA (2013), and Beijing, China (2014), Lille, France (2015), New York City, USA (2016).

Editions

ICML 2017 Sydney, Australia
ICML 2016 New York City, United States
ICML 2015 Lille, France
ICML 2014 Beijing, China
ICML 2013 Atlanta, United States
ICML 2012 Edinburgh, Great Britain
ICML 2011 Bellevue, United States
ICML 2010 Haifa, Israel
ICML 2009 Montréal, Canada
ICML 2008 Helsinki, Finland
ICML 2007 Corvallis, Oregon, United States
ICML 2006 Pittsburgh, Pennsylvania, United States
ICML 2005 Bonn, Germany, EU
ICML 2004 Banff, Canada
ICML 2003 Washington, DC, United States
ICML 2002 Sydney, Australia
ICML 2001 Williamstown, Massachusetts, United States
ICML 2000 Stanford, California, United States

References

External links

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International Conference on Machine Learning

History

Editions

See also

References

External links