Type  Name 
Files  Added  Size  DLs   

An Efficient Explanation of Individual Classifications using Game Theory

1 
20140428 
690.80kB 
73  
0 

Probability Product Kernels (Special Topic on Learning Theory)

1 
20140428 
742.63kB 
59  
0 

Introduction to the Special Issue on Learning Theory

1 
20140428 
411.96kB 
60  1+ 
0 

DistanceBased Classification with Lipschitz Functions (Special Topic on Learning Theory)

1 
20140428 
153.01kB 
36  1+ 
0 

The Sample Complexity of Exploration in the MultiArmed Bandit Problem (Special Topic on Learning Theory)

1 
20140428 
174.52kB 
46  1+ 
0 

On the Consistency of Multiclass Classification Methods (Special Topic on the Conference on Learning Theory 2005)

1 
20140428 
174.76kB 
34  1+ 
0 

On Efficient Large Margin Semisupervised Learning: Method and Theory

1 
20140428 
630.90kB 
32  
0 

Some Theory for Generalized Boosting Algorithms

1 
20140428 
205.60kB 
37  1+ 
0 

From External to Internal Regret (Special Topic on the Conference on Learning Theory 2005)

1 
20140428 
163.17kB 
34  1+ 
0 

General Polynomial Time Decomposition Algorithms (Special Topic on the Conference on Learning Theory 2005)

1 
20140428 
154.04kB 
48  1+ 
0 

Graph Laplacians and their Convergence on Random Neighborhood Graphs (Special Topic on the Conference on Learning Theory 2005)

1 
20140428 
2.91MB 
38  
0 

Separating Models of Learning from Correlated and Uncorrelated Data (Special Topic on the Conference on Learning Theory 2005)

1 
20140428 
132.70kB 
37  1+ 
0 

SparseRobust Estimation and Kalman Smoothing with Nonsmooth LogConcave Densities: Modeling, Computation, and Theory

1 
20140428 
507.88kB 
36  
0 

Universal Algorithms for Learning Theory Part I : Piecewise Constant Functions

1 
20140428 
187.31kB 
41  1+ 
0 

Learning Theory Analysis for Association Rules and Sequential Event Prediction

1 
20140428 
1.99MB 
37  
0 

Learning Theory Approach to Minimum Error Entropy Criterion

1 
20140428 
194.96kB 
50  1+ 
0 

A Theory of Multiclass Boosting

1 
20140428 
2.96MB 
47  
0 

Introduction to Theory of Computation

1 
20140330 
1.29MB 
2,637  6 
0 

To introduce computer science in one day: The Throw platform

1 
20140209 
690.08kB 
867  2+ 
0 

SecondOrder Consensus for Multiagent Systems With Directed Topologies and Nonlinear Dynamics

1 
20151129 
326.66kB 
2  
1 