Sciweavers

1174 search results - page 111 / 235
» Boosting for transfer learning
Sort
View
94
Voted
ISBI
2008
IEEE
16 years 1 months ago
Learning non-homogenous textures and the unlearning problem with application to drusen detection in retinal images
In this work we present a novel approach for learning nonhomogenous textures without facing the unlearning problem. Our learning method mimics the human behavior of selective lear...
Noah Lee, Andrew F. Laine, Theodore R. Smith
89
Voted
ICML
2008
IEEE
16 years 1 months ago
Manifold alignment using Procrustes analysis
In this paper we introduce a novel approach to manifold alignment, based on Procrustes analysis. Our approach differs from "semisupervised alignment" in that it results ...
Chang Wang, Sridhar Mahadevan
ICML
2006
IEEE
16 years 1 months ago
Using query-specific variance estimates to combine Bayesian classifiers
Many of today's best classification results are obtained by combining the responses of a set of base classifiers to produce an answer for the query. This paper explores a nov...
Chi-Hoon Lee, Russell Greiner, Shaojun Wang
100
Voted
BIS
2008
174views Business» more  BIS 2008»
15 years 2 months ago
Web2Train: a Design Model for Corporate e-Learning Systems
Web2.0 has revolutionized the way we use the Web by opening the doors of collaborative learning and direct communication and making the web an open source for learning and exchangi...
Katerina Papanikolaou, Stephanos Mavromoustakos
96
Voted
NIPS
2000
15 years 2 months ago
Programmable Reinforcement Learning Agents
We present an expressive agent design language for reinforcement learning that allows the user to constrain the policies considered by the learning process.The language includes s...
David Andre, Stuart J. Russell