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104
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SOFSEM
1999
Springer
15 years 2 months ago
Coherent Concepts, Robust Learning
We study learning scenarios in which multiple learners are involved and “nature” imposes some constraints that force the predictions of these learners to behave coherently. Thi...
Dan Roth, Dmitry Zelenko
111
Voted
ICSE
2009
IEEE-ACM
14 years 8 months ago
Fourth international workshop on sharing and reusing architectural knowledge (SHARK 2009)
Architectural knowledge has been recognized by the software architecture community as a self-contained research area in software architecture, and brought along some promising res...
Patricia Lago, Paris Avgeriou, Philippe Kruchten
NIPS
2000
14 years 11 months ago
Learning Continuous Distributions: Simulations With Field Theoretic Priors
Learning of a smooth but nonparametric probability density can be regularized using methods of Quantum Field Theory. We implement a field theoretic prior numerically, test its eff...
Ilya Nemenman, William Bialek
KDD
2009
ACM
185views Data Mining» more  KDD 2009»
15 years 10 months ago
On compressing social networks
Motivated by structural properties of the Web graph that support efficient data structures for in memory adjacency queries, we study the extent to which a large network can be com...
Flavio Chierichetti, Ravi Kumar, Silvio Lattanzi, ...
72
Voted
OSDI
2008
ACM
15 years 10 months ago
Gadara: Dynamic Deadlock Avoidance for Multithreaded Programs
Deadlock is an increasingly pressing concern as the multicore revolution forces parallel programming upon the average programmer. Existing approaches to deadlock impose onerous bu...
Manjunath Kudlur, Scott A. Mahlke, Stéphane...