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» Using an Object Reference Approach to Distributed Updates
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139
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IUI
2011
ACM
14 years 5 months ago
Groups without tears: mining social topologies from email
As people accumulate hundreds of “friends” in social media, a flat list of connections becomes unmanageable. Interfaces agnostic to social structure hinder the nuanced sharin...
Diana MacLean, Sudheendra Hangal, Seng Keat Teh, M...
167
Voted
JMLR
2012
13 years 5 months ago
Deterministic Annealing for Semi-Supervised Structured Output Learning
In this paper we propose a new approach for semi-supervised structured output learning. Our approach uses relaxed labeling on unlabeled data to deal with the combinatorial nature ...
Paramveer S. Dhillon, S. Sathiya Keerthi, Kedar Be...
HOTOS
1999
IEEE
15 years 6 months ago
The Case for Better Throughput Estimation
A Web proxy must accurately predict network performance between itself and its servers and clients in order to make good distillation decisions. In this paper, we show that the cu...
Brian Noble, Li Li, Atul Prakash
136
Voted
ICPR
2006
IEEE
16 years 3 months ago
Combining Generative and Discriminative Methods for Pixel Classification with Multi-Conditional Learning
It is possible to broadly characterize two approaches to probabilistic modeling in terms of generative and discriminative methods. Provided with sufficient training data the discr...
B. Michael Kelm, Chris Pal, Andrew McCallum
119
Voted
SEFM
2008
IEEE
15 years 9 months ago
Tagging Make Local Testing of Message-Passing Systems Feasible
The only practical way to test distributed messagepassing systems is to use local testing. In this approach, used in formalisms such as concurrent TTCN-3, some components are repl...
Puneet Bhateja, Madhavan Mukund