JMLR Special Topic on the Conference on Learning Theory 2005

Separating Models of Learning from Correlated and Uncorrelated Data
Ariel Elbaz, Homin K. Lee, Rocco A. Servedio, Andrew Wan; 8(Feb):277--290, 2007.
[abs][pdf]

General Polynomial Time Decomposition Algorithms
Nikolas List, Hans Ulrich Simon; 8(Feb):303--321, 2007.
[abs][pdf]

On the Consistency of Multiclass Classification Methods
Ambuj Tewari, Peter L. Bartlett; 8(May):1007--1025, 2007.
[abs][pdf]

From External to Internal Regret
Avrim Blum, Yishay Mansour; 8(Jun):1307--1324, 2007.
[abs][pdf]

Graph Laplacians and their Convergence on Random Neighborhood Graphs
Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg; 8(Jun):1325--1368, 2007.
[abs][pdf]

Attribute-Efficient and Non-adaptive Learning of Parities and DNF Expressions
Vitaly Feldman; 8(Jul):1431--1460, 2007.
[abs][pdf]




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