COLT
2000
Springer
13 years 12 months ago
2000
Springer
COLT
2000
Springer
13 years 12 months ago
2000
Springer
Output coding is a general framework for solving multiclass categorization problems. Previous research on output codes has focused on building multiclass machines given predefine...
COLT
2000
Springer
13 years 12 months ago
2000
Springer
COLT
2000
Springer
13 years 12 months ago
2000
Springer
We study model selection strategies based on penalized empirical loss minimization. We point out a tight relationship between error estimation and data-based complexity penalizatio...
COLT
2000
Springer
13 years 12 months ago
2000
Springer
We model reinforcement learning as the problem of learning to control a Partially Observable Markov Decision Process ( ¢¡¤£¦¥§ ), and focus on gradient ascent approache...
COLT
2000
Springer
13 years 12 months ago
2000
Springer
COLT
2000
Springer
13 years 12 months ago
2000
Springer
We investigate the computational complexity of the task of detecting dense regions of an unknown distribution from un-labeled samples of this distribution. We introduce a formal l...
COLT
2000
Springer
13 years 12 months ago
2000
Springer
ALT
2000
Springer
13 years 12 months ago
2000
Springer
ALT
2000
Springer
13 years 12 months ago
2000
Springer
A conjunctive query problem in relational database theory is a problem to determine whether or not a tuple belongs to the answer of a conjunctive query over a database. Here, a tup...