Yoram Singer
Greenwich Hospital(US)World Education(US)
Publications by Year
Research Areas
Machine Learning and Algorithms, Sparse and Compressive Sensing Techniques, Algorithms and Data Compression, Stochastic Gradient Optimization Techniques, Advanced Bandit Algorithms Research
Most-Cited Works
- Adaptive Subgradient Methods for Online Learning and Stochastic Optimization(2010)
- → Feature-rich part-of-speech tagging with a cyclic dependency network(2003)2,862 cited
- → Improved boosting algorithms using confidence-rated predictions(1998)2,561 cited
- → BoosTexter: A Boosting-based System for Text Categorization(2000)2,180 cited
- On the algorithmic implementation of multiclass kernel-based vector machines(2002)
- → Pegasos: primal estimated sub-gradient solver for SVM(2010)1,515 cited
- Online Passive-Aggressive Algorithms(2006)
- → Efficient projections onto thel1-ball for learning in high dimensions(2008)1,219 cited