SingerYoram

Online Passive-Aggressive Algorithms

CrammerKoby, DekelOfer, KeshetJoseph et al. · Journal of Machine Learning Research · 2006 · 899 citations

Artificial Intelligence, Engineering, Machine Learning +19

On the algorithmic implementation of multiclass kernel-based vector machines

CrammerKoby, SingerYoram · Journal of Machine Learning Research · 2002 · 877 citations

Generalized Notion, Support Vector Machine, Data Classification +15

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

DuchiJohn, HazanElad, SingerYoram · Journal of Machine Learning Research · 2011 · 308 citations

Geometric Learning, New Family, Adaptive Subgradient Methods +15

Efficient Online and Batch Learning Using Forward Backward Splitting

DuchiJohn, SingerYoram · Journal of Machine Learning Research · 2009 · 201 citations

Mathematical Programming, Engineering, Machine Learning +17

Pegasos: primal estimated sub-gradient solver for SVM

Shalev-ShwartzShai, SingerYoram, SrebroNathan et al. · Mathematical Programming · 2011 · 10 citations

Support Vector Machine, Engineering, Machine Learning +5