The scientific program features 152 paper and poster presentations, 8 tutorials, 10 workshops, an invited application track, 3 invited speakers, and a guest lecture by Nobel laureate Robert Aumann.
ICML 2010
Call for Participation
The 27th International Conference on Machine Learning (ICML), the
premier conference in the field, will be held in Haifa, Israel,
June 21-25, 2010, and will be co-located with the 23rd Conference
on Learning Theory (COLT).
PROGRAM
The scientific program features 152 paper and poster presentations,
8 tutorials, 10 workshops, an invited application track, 3 invited
speakers, and a guest lecture by Nobel laureate Robert Aumann.
The social program features a banquet, two evening poster sessions,
guided walking tours through Haifa, and a trip to Jerusalem.
INVITED SPEAKERS (www.icml2010.org/invited.html)
- Nir Friedman
- Tom Mitchell
- Duncan Watts
- Robert Aumann (Nobel Laureate 2005)
ACCEPTED PAPERS (www.icml2010.org/papers.html)
From 594 submissions, we selected 152 papers, which will be presented
in five parallel tracks. In addition, each paper will be presented
at a poster session. We will also have a short track of invited
application papers.
TUTORIALS (www.icml2010.org/tutorials.html)
- Domain Adaptation (Hal Daume & John Blitzer)
- Geometric Tools for Identifying Structure in Large Social and Information Networks (Michael W. Mahoney)
- Kernel Adaptive Filters (José Príncipe & Weifeng Liu)
- Learning through Exploration (Alina Beygelzimer and John Langford)
- Metric Learning (Brian Kulis)
- Privacy-preserving Data Mining (Stan Matwin)
- Sparse Modeling: Theory, Algorithms and Applications (Irina Rish & Genady Grabarnik)
- Stochastic Optimization for Machine Learning (Nathan Srebro and Ambuj Tewari)
WORKSHOPS (www.icml2010.org/workshops.html)
- Budgeted Learning,
Dragos Margineantu, Russell Greiner, Tomas Singliar and Prem Melville
- Learning from Multi-Label Data,
Min-Ling Zhang, Grigorios Tsoumakas and Zhi-Hua Zhou
- Learning in Non-(geo)metric Spaces,
J. Buhmann, R. Duin, M. Figueiredo, E. Hancock, V. Murino and M. Pelillo
- Learning to Rank Challenge,
Olivier Chapelle and Yi Chang
- Machine Learning and Games,
Kurt Driessens, Olana Missura and Christian Thurau
- Machine Learning and Open Source Software,
Soeren Sonnenburg, Mikio Braun, Cheng Soon Ong and Patrik Hoyer
- Reinforcement Learning and Search in Very Large Spaces,
Peter Auer, Samuel Kaski and Csaba Szepesvari
- Social analytics: Learning from Human Interactions,
Elad Yom-Tov, Shie Mannor and Yossi Richter
- Topic Models; Structure, Applications, Evaluation, and Extensions,
Michal Rosen-Zvi, Amit Gruber and Richard Zemel
- Web Applications of Explore/Exploit Schemes,
Ronny Lempel, Deepak Agarwa, Yehuda Koren and Bee-Chung Chen
REGISTRATION (www.icml2010.org/registration.html)
The early registration deadline is on MAY 9th.
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