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 ML JMLR ArXiv:cs.LG
Machine learning portal

The International Conference on Machine Learning (ICML) is the leading international academic conference in machine learning. Along with NIPS, it is one of the two primary conferences of high impact in Machine Learning and Artificial Intelligence research. It is supported by the International Machine Learning Society (IMLS).

History

The first ICML was held 1980 in Pittsburgh.

The conference completed its 25th anniversary in Helsinki, Finland in 2008.

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 2018 Stockholm, Sweden
• 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

See also

• ECML PKDD
• Journal of Machine Learning Research
• Machine Learning (journal)
• NIPS

External links

• Official site
• www.conferencealert.com
• www.conferencealerts.in
• www.worldconferencealerts.com