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EUROCOLT
1995
Springer
15 years 6 months ago
The structure of intrinsic complexity of learning
Limiting identification of r.e. indexes for r.e. languages (from a presentation of elements of the language) and limiting identification of programs for computable functions (fr...
Sanjay Jain, Arun Sharma
PE
2002
Springer
109views Optimization» more  PE 2002»
15 years 2 months ago
Load-dependent service queues with application to congestion control in broadband networks
: We analyze D/G/1 and M/G/1 queues where the service time for an arrival depends on the amount of work in the system upon arrival. The models are motivated by the bit dropping met...
Kin K. Leung
GI
2009
Springer
15 years 7 days ago
A web service based approach for integrating statistics tools into an information system for experiment data
: Data management in the life sciences has evolved from simple storage of data to complex information systems providing additional functionalities like analysis and visualization c...
Dennis Heimann, Jens Nieschulze, Birgitta Kön...
JMLR
2012
13 years 4 months ago
Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
Michael Gutmann, Aapo Hyvärinen
CVPR
2011
IEEE
15 years 1 days ago
Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects
We analyze the computational problem of multi-object tracking in video sequences. We formulate the problem using a cost function that requires estimating the number of tracks, as ...
Hamed Pirsiavash, Deva Ramanan, Charless Fowlkes