Active Bibliography

1 NEW LEARNING FRAMEWORKS FOR INFORMATION RETRIEVAL – Yisong Yue - 2011
Improved Learning of . . . : TRAINING WITH LATENT VARIABLES AND NONLINEAR KERNELS – Chun Nam Yu - 2011
1 A review of RKHS methods in machine learning – Thomas Hofmann, Bernhard Schölkopf, Alexander J. Smola - 2006
11 Step size adaptation in reproducing kernel Hilbert – S. V. N. Vishwanathan, Nicol N. Schraudolph, Alex J. Smola, Thorsten Joachims - 2006
3 Discriminative Methods for Label Sequence Learning – Yasemin Altun - 2005
4 Online classification for complex problems using simultaneous projections – Yonatan Amit, Shai Shalev-shwartz, Yoram Singer - 2006
5 An introduction to structured discriminative learning – Roland Memisevic - 2006
Examining Committee: – Frédéric Koriche, Antoine Cornuéjols, Christophe Fiorio, Alain Jean-marie, Jérôme Lang, Pierre Marquis, Abdel-illah Mouaddib, Pascal Poncelet
7 Learning to Search: Structured Prediction Techniques for Imitation Learning – Nathan D. Ratliff, James Kuffner, Andrew Ng - 2009
1 Exact Passive-Aggressive Algorithm for Multiclass Classification Using Support Class – Shin Matsushima, Nobuyuki Shimizu, Kazuhiro Yoshida, Takashi Ninomiya, Hiroshi Nakagawa
1 Online Learning of Complex Prediction Problems Using Simultaneous Projections – Yonatan Amit, Shai Shalev-shwartz, Yoram Singer, K. Warmuth
11 Discriminative Learning and Spanning Tree Algorithms for Dependency Parsing – Ryan McDonald - 2006
1 Advances in Discriminative Dependency Parsing – Terry Koo, Michael Collins, Terry Koo - 2010
10 Bounded kernel-based online learning – Francesco Orabona, Joseph Keshet, Yoav Freund - 2009
Minimal Supervision . . . BOOTSTRAPPING GLOBAL PATTERNS FROM LOCAL KNOWLEDGE – Michael James Connor - 2011
8 Statistical LTAG Parsing – Libin Shen - 2006
INTERACTIVE LEARNING PROTOCOLS FOR NATURAL LANGUAGE APPLICATIONS – Kevin Small - 2009
Towards a Machine-Learning Architecture for Lexical . . . – Grzegorz Chrupała - 2008
10 Online Multiple Kernel Learning: Algorithms and Mistake Bounds – Rong Jin, Steven C. H. Hoi, Tianbao Yang