1474 search results - page 92 / 295 » Using Machine Learning to Focus Iterative Optimization |
104
Voted
ICALT
2008
IEEE
15 years 9 months ago
2008
IEEE
In this paper, the VEMUS platform is presented, as a novel approach for music tuition that focuses on beginner and intermediate students, typically aged from 9 to 15 years. This p...
138
Voted
ICML
2006
IEEE
15 years 8 months ago
2006
IEEE
There are well-established methods for reducing the number of support vectors in a trained binary support vector machine, often with minimal impact on accuracy. We show how reduce...
161
Voted
ML
2012
ACM
13 years 10 months ago
2012
ACM
Dependency networks approximate a joint probability distribution over multiple random variables as a product of conditional distributions. Relational Dependency Networks (RDNs) are...
118
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
For a Markov Decision Process with finite state (size S) and action spaces (size A per state), we propose a new algorithm--Delayed Q-Learning. We prove it is PAC, achieving near o...
161
Voted
JMLR
2010
14 years 9 months ago
2010
We propose to solve the combinatorial problem of finding the highest scoring Bayesian network structure from data. This structure learning problem can be viewed as an inference pr...