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» The complexity of stochastic sequences
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CORR
2011
Springer
178views Education» more  CORR 2011»
14 years 3 months ago
Online Learning: Stochastic and Constrained Adversaries
Learning theory has largely focused on two main learning scenarios. The first is the classical statistical setting where instances are drawn i.i.d. from a fixed distribution and...
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
DCC
2006
IEEE
15 years 11 months ago
On Compressibility of Protein Sequences
We consider the problem of compressibility of protein sequences. Based on an observed genome-scale long-range correlation in concatenated protein sequences from different organism...
Donald A. Adjeroh, Fei Nan
IPPS
2002
IEEE
15 years 4 months ago
Aligning Two Fragmented Sequences
Upon completion of the human and mouse genome sequences, world-wide sequencing capacity will turn to other complex organisms. Current strategies call for many of these genomes to ...
Vamsi Veeramachaneni, Piotr Berman, Webb Miller
102
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NIPS
2004
15 years 1 months ago
Joint Tracking of Pose, Expression, and Texture using Conditionally Gaussian Filters
We present a generative model and stochastic filtering algorithm for simultaneous tracking of 3D position and orientation, non-rigid motion, object texture, and background texture...
Tim K. Marks, John R. Hershey, J. Cooper Roddey, J...
PODC
2005
ACM
15 years 5 months ago
Stochastic analysis of distributed deadlock scheduling
Deadlock detection scheduling is an important, yet oft-overlooked problem that can significantly affect the overall performance of deadlock handling. An excessive initiation of ...
Shigang Chen, Yibei Ling