- 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
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