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EMMCVPR
1997
Springer
15 years 10 months ago
Deterministic Annealing for Unsupervised Texture Segmentation
Abstract. In this paper a rigorous mathematical framework of deterministic annealing and mean-field approximation is presented for a general class of partitioning, clustering and ...
Thomas Hofmann, Jan Puzicha, Joachim M. Buhmann
PDIS
1994
IEEE
15 years 10 months ago
Session Guarantees for Weakly Consistent Replicated Data
Four per-session guarantees are proposed to aid users and applications of weakly consistent replicated data: Read Your Writes, Monotonic Reads, Writes Follow Reads, and Monotonic ...
Douglas B. Terry, Alan J. Demers, Karin Petersen, ...
POS
1994
Springer
15 years 10 months ago
Concurrent Shadow Paging in the Flask Architecture
The differing requirements for concurrency models in programming languages and databases are widely diverse and often seemingly incompatible. The rigid provision of a particular c...
David S. Munro, Richard C. H. Connor, Ronald Morri...
138
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ICDCS
1989
IEEE
15 years 10 months ago
Transparent Concurrent Execution of Mutually Exclusive Alternatives
We examine the task of concurrently computing alternative solutions to a problem. We restrict our interest to the case where only one of the solutions is needed; in this case we n...
Jonathan M. Smith, Gerald Q. Maguire Jr.
KDD
2010
ACM
265views Data Mining» more  KDD 2010»
15 years 10 months ago
Combining predictions for accurate recommender systems
We analyze the application of ensemble learning to recommender systems on the Netflix Prize dataset. For our analysis we use a set of diverse state-of-the-art collaborative filt...
Michael Jahrer, Andreas Töscher, Robert Legen...