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COLT
1991
Springer
15 years 10 months ago
Learning Probabilistic Read-Once Formulas on Product Distributions
Abstract. This paper presents a polynomial-time algorithm for inferring a probabilistic generalization of the class of read-once Boolean formulas over the usual basis {AND,OR,NOT}....
Robert E. Schapire
NIPS
2008
15 years 8 months ago
Asynchronous Distributed Learning of Topic Models
Distributed learning is a problem of fundamental interest in machine learning and cognitive science. In this paper, we present asynchronous distributed learning algorithms for two...
Arthur Asuncion, Padhraic Smyth, Max Welling
OSDI
1994
ACM
15 years 8 months ago
The Design and Evaluation of a Shared Object System for Distributed Memory Machines
This paper describes the design and evaluation of SAM, a shared object system for distributed memory machines. SAM is a portable run-time system that provides a global name space ...
Daniel J. Scales, Monica S. Lam
ATAL
2010
Springer
15 years 8 months ago
Distributed BDD-based BMC for the verification of multi-agent systems
We present a method of distributed model checking of multiagent systems specified by a branching-time temporal-epistemic logic. We introduce a serial algorithm, central to the dis...
Andrew V. Jones, Alessio Lomuscio
SIGCOMM
2010
ACM
15 years 7 months ago
Improving peer-to-peer file distribution: winner doesn't have to take all
Recent work on BitTorrent has shown that the choke/unchoke mechanism implements an auction where each peer tries to induce other peers into "unchoking" it by uploading m...
Ben Leong, Youming Wang, Su Wen, Cristina Carbunar...