Sciweavers

628 search results - page 77 / 126
» Scheduling Algorithm with Potential Behaviors
Sort
View
COLT
2010
Springer
14 years 10 months ago
Characterization of Linkage-based Clustering
Clustering is a central unsupervised learning task with a wide variety of applications. Not surprisingly, there exist many clustering algorithms. However, unlike classification ta...
Margareta Ackerman, Shai Ben-David, David Loker
ICML
2006
IEEE
16 years 20 days ago
Qualitative reinforcement learning
When the transition probabilities and rewards of a Markov Decision Process are specified exactly, the problem can be solved without any interaction with the environment. When no s...
Arkady Epshteyn, Gerald DeJong
APN
2003
Springer
15 years 5 months ago
Deciding Life-Cycle Inheritance on Petri Nets
One of the key issues of object-oriented modeling is inheritance. It allows for the definition of a subclass that inherits features from some superclass. When considering the dynam...
H. M. W. (Eric) Verbeek, Twan Basten
CORR
2011
Springer
205views Education» more  CORR 2011»
14 years 3 months ago
Parallel Coordinate Descent for L1-Regularized Loss Minimization
We propose Shotgun, a parallel coordinate descent algorithm for minimizing L1regularized losses. Though coordinate descent seems inherently sequential, we prove convergence bounds...
Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Car...
ICSE
2010
IEEE-ACM
15 years 1 months ago
DETERMIN: inferring likely deterministic specifications of multithreaded programs
The trend towards multicore processors and graphic processing units is increasing the need for software that can take advantage of parallelism. Writing correct parallel programs u...
Jacob Burnim, Koushik Sen