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PKDD
2010
Springer
184views Data Mining» more  PKDD 2010»
15 years 3 months ago
Shift-Invariant Grouped Multi-task Learning for Gaussian Processes
Multi-task learning leverages shared information among data sets to improve the learning performance of individual tasks. The paper applies this framework for data where each task ...
Yuyang Wang, Roni Khardon, Pavlos Protopapas
RTAS
2005
IEEE
15 years 10 months ago
On Schedulability Bounds of Static Priority Schedulers
—Real-time systems need to use the schedulability test to determine whether or not admitted tasks can meet their deadlines. The utilization based schedulability test is the most ...
Jianjia Wu, Jyh-Charn Liu, Wei Zhao
KDD
2004
ACM
136views Data Mining» more  KDD 2004»
16 years 5 months ago
A cross-collection mixture model for comparative text mining
In this paper, we define and study a novel text mining problem, which we refer to as Comparative Text Mining (CTM). Given a set of comparable text collections, the task of compara...
ChengXiang Zhai, Atulya Velivelli, Bei Yu
POPL
2002
ACM
16 years 5 months ago
Stochastic lambda calculus and monads of probability distributions
Probability distributions are useful for expressing the meanings of probabilistic languages, which support formal modeling of and reasoning about uncertainty. Probability distribu...
Norman Ramsey, Avi Pfeffer
ECAI
2004
Springer
15 years 10 months ago
An Investigation into the Expressive Power of PDDL2.1
The planning domain language PDDL2.1, used in the 3rd International Planning Competition, has sparked off some controversy in the planning community as researchers consider its exp...
Maria Fox, Derek Long, Keith Halsey