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» Forgetting and Update -- an exploration
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67
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SDM
2008
SIAM
140views Data Mining» more  SDM 2008»
14 years 11 months ago
Large-Scale Many-Class Learning
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
Omid Madani, Michael Connor
65
Voted
ACL
2006
14 years 11 months ago
An End-to-End Discriminative Approach to Machine Translation
We present a perceptron-style discriminative approach to machine translation in which large feature sets can be exploited. Unlike discriminative reranking approaches, our system c...
Percy Liang, Alexandre Bouchard-Côté,...
84
Voted
ICDM
2009
IEEE
131views Data Mining» more  ICDM 2009»
14 years 7 months ago
Unified Solution to Nonnegative Data Factorization Problems
In this paper, we restudy the non-convex data factorization problems (regularized or not, unsupervised or supervised), where the optimization is confined in the nonnegative orthan...
Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin
SIGSOFT
2003
ACM
15 years 10 months ago
Runtime safety analysis of multithreaded programs
Foundational and scalable techniques for runtime safety analysis of multithreaded programs are explored in this paper. A technique based on vector clocks to extract the causal dep...
Koushik Sen, Grigore Rosu, Gul Agha
ICARIS
2004
Springer
15 years 3 months ago
Online Negative Databases
The benefits of negative detection for obscuring information are explored in the context of Artificial Immune Systems (AIS). AIS based on string matching have the potential for a...
Fernando Esponda, Elena S. Ackley, Stephanie Forre...