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ICML
2010
IEEE
15 years 7 months ago
Probabilistic Backward and Forward Reasoning in Stochastic Relational Worlds
Inference in graphical models has emerged as a promising technique for planning. A recent approach to decision-theoretic planning in relational domains uses forward inference in d...
Tobias Lang, Marc Toussaint
ICML
2010
IEEE
15 years 7 months ago
Learning Deep Boltzmann Machines using Adaptive MCMC
When modeling high-dimensional richly structured data, it is often the case that the distribution defined by the Deep Boltzmann Machine (DBM) has a rough energy landscape with man...
Ruslan Salakhutdinov
ICASSP
2010
IEEE
15 years 7 months ago
Towards multi-speaker unsupervised speech pattern discovery
In this paper, we explore the use of a Gaussian posteriorgram based representation for unsupervised discovery of speech patterns. Compared with our previous work, the new approach...
Yaodong Zhang, James R. Glass
ESA
2010
Springer
149views Algorithms» more  ESA 2010»
15 years 6 months ago
Non-clairvoyant Speed Scaling for Weighted Flow Time
We study online job scheduling on a processor that can vary its speed dynamically to manage its power. We attempt to extend the recent success in analyzing total unweighted flow ti...
Sze-Hang Chan, Tak Wah Lam, Lap-Kei Lee
200
Voted
ACTAC
2008
145views more  ACTAC 2008»
15 years 6 months ago
Sentence Alignment of Hungarian-English Parallel Corpora Using a Hybrid Algorithm
We present an ecient hybrid method for aligning sentences with their translations in a parallel bilingual corpus. The new algorithm is composed of a length-based and anchor matchi...
Krisztina Tóth, Richárd Farkas, Andr...
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