ICML Unsupervised and Transfer Learning

Publications

2012

Ulrike von Luxburg, Robert C. Williamson, Isabelle Guyon
Clustering: Science or Art? ICML Unsupervised and Transfer Learning (2012)
Fabio Aiolli
Transfer Learning by Kernel Meta-Learning. ICML Unsupervised and Transfer Learning (2012)
Si-Chi Chin, W. Nick Street
Divide and Transfer: an Exploration of Segmented Transfer to Detect Wikipedia Vandalism. ICML Unsupervised and Transfer Learning (2012)
Joachim M. Buhmann, Morteza Haghir Chehreghani, Mario Frank, Andreas P. Streich
Information Theoretic Model Selection for Pattern Analysis. ICML Unsupervised and Transfer Learning (2012)
Gyemin Lee, Lloyd Stoolman, Clayton Scott
Transfer Learning for Auto-gating of Flow Cytometry Data. ICML Unsupervised and Transfer Learning (2012)
Ruslan Salakhutdinov, Joshua B. Tenenbaum, Antonio Torralba
One-Shot Learning with a Hierarchical Nonparametric Bayesian Model. ICML Unsupervised and Transfer Learning (2012)
Kohei Hayashi, Takashi Takenouchi, Ryota Tomioka, Hisashi Kashima
Self-measuring Similarity for Multi-task Gaussian Process. ICML Unsupervised and Transfer Learning (2012)
Yoshua Bengio
Deep Learning of Representations for Unsupervised and Transfer Learning. ICML Unsupervised and Transfer Learning (2012)
Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya
Transfer Learning with Cluster Ensembles. ICML Unsupervised and Transfer Learning (2012)
Daniel L. Silver, Isabelle Guyon, Graham W. Taylor, Gideon Dror, Vincent Lemaire
ICML2011 Unsupervised and Transfer Learning Workshop. ICML Unsupervised and Transfer Learning (2012)
Vladimir Nikulin, Tian-Hsiang Huang
Unsupervised dimensionality reduction via gradient-based matrix factorization with two adaptive learning rates. ICML Unsupervised and Transfer Learning (2012)
Aaron Wilson, Alan Fern, Prasad Tadepalli
Transfer Learning in Sequential Decision Problems: A Hierarchical Bayesian Approach. ICML Unsupervised and Transfer Learning (2012)
Pierre Baldi
Autoencoders, Unsupervised Learning, and Deep Architectures. ICML Unsupervised and Transfer Learning (2012)
Christian Widmer, Gunnar Rätsch
Multitask Learning in Computational Biology. ICML Unsupervised and Transfer Learning (2012)
Alexandru Niculescu-Mizil, Rich Caruana
Inductive Transfer for Bayesian Network Structure Learning. ICML Unsupervised and Transfer Learning (2012)
Chuanren Liu, Jianjun Xie, Yong Ge, Hui Xiong
Stochastic Unsupervised Learning on Unlabeled Data. ICML Unsupervised and Transfer Learning (2012)
Grégoire Mesnil, Yann N. Dauphin, Xavier Glorot, Salah Rifai, Yoshua Bengio, Ian J. Goodfellow, Erick Lavoie, Xavier Muller, Guillaume Desjardins, David Warde-Farley, Pascal Vincent, Aaron C. Courville, James Bergstra
Unsupervised and Transfer Learning Challenge: a Deep Learning Approach. ICML Unsupervised and Transfer Learning (2012)

volume 27, 2012

Unsupervised and Transfer Learning - Workshop held at ICML 2011, Bellevue, Washington, USA, July 2, 2011 ICML Unsupervised and Transfer Learning 27 (2012)