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STOC
2006
ACM
129views Algorithms» more  STOC 2006»
16 years 7 months ago
Optimal phylogenetic reconstruction
One of the major tasks of evolutionary biology is the reconstruction of phylogenetic trees from molecular data. The evolutionary model is given by a Markov chain on the true evolu...
Constantinos Daskalakis, Elchanan Mossel, Sé...
NIPS
2007
15 years 8 months ago
The Tradeoffs of Large Scale Learning
This contribution develops a theoretical framework that takes into account the effect of approximate optimization on learning algorithms. The analysis shows distinct tradeoffs for...
Léon Bottou, Olivier Bousquet
JORS
2010
189views more  JORS 2010»
15 years 1 months ago
Monte Carlo scenario generation for retail loan portfolios
Monte Carlo simulation is a common method for studying the volatility of market traded instruments. It is less employed in retail lending, because of the inherent nonlinearities in...
J. L. Breeden, D. Ingram
INFOCOM
2007
IEEE
16 years 1 months ago
Gossiping with Multiple Messages
Abstract— This paper investigates the dissemination of multiple pieces of information in large networks where users contact each other in a random uncoordinated manner, and users...
Sujay Sanghavi, Bruce Hajek, Laurent Massouli&eacu...
ICPP
2008
IEEE
16 years 1 months ago
A Replication Overlay Assisted Resource Discovery Service for Federated Systems
Abstract—Federated systems have recently attracted much attention because they allow loosely coupled organizations to share resources for common benefits. However, discovering r...
Hao Yang, Fan Ye, Zhen Liu