Sciweavers

36 search results - page 2 / 8
» alt 2008
Sort
View
90
Voted
ALT
2008
Springer
16 years 12 days ago
Learning and Generalization with the Information Bottleneck
Ohad Shamir, Sivan Sabato, Naftali Tishby
85
Voted
ALT
2008
Springer
16 years 12 days ago
Sample Selection Bias Correction Theory
Corinna Cortes, Mehryar Mohri, Michael Riley, Afsh...
104
Voted
ALT
2008
Springer
16 years 12 days ago
Generalization Bounds for K-Dimensional Coding Schemes in Hilbert Spaces
We give a bound on the expected reconstruction error for a general coding method where data in a Hilbert space are represented by finite dimensional coding vectors. The result can...
Andreas Maurer, Massimiliano Pontil
113
Voted
ALT
2008
Springer
16 years 12 days ago
Online Regret Bounds for Markov Decision Processes with Deterministic Transitions
Abstract. We consider an upper confidence bound algorithm for Markov decision processes (MDPs) with deterministic transitions. For this algorithm we derive upper bounds on the onl...
Ronald Ortner