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» Learning to use episodic memory
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ICMLA
2003
13 years 9 months ago
The Consolidation of Neural Network Task Knowledge
— Fundamental to the problem of lifelong machine learning is how to consolidate the knowledge of a learned task within a long-term memory structure (domain knowledge) without the...
Daniel L. Silver, Peter McCracken
SIGSOFT
2006
ACM
14 years 1 months ago
Memories of bug fixes
The change history of a software project contains a rich collection of code changes that record previous development experience. Changes that fix bugs are especially interesting, ...
Sunghun Kim, Kai Pan, E. James Whitehead Jr.
FMCAD
2004
Springer
13 years 11 months ago
Memory Efficient All-Solutions SAT Solver and Its Application for Reachability Analysis
This work presents a memory-efficient All-SAT engine which, given a propositional formula over sets of important and non-important variables, returns the set of all the assignments...
Orna Grumberg, Assaf Schuster, Avi Yadgar
ICDM
2010
IEEE
122views Data Mining» more  ICDM 2010»
13 years 5 months ago
Learning Preferences with Millions of Parameters by Enforcing Sparsity
We study the retrieval task that ranks a set of objects for a given query in the pairwise preference learning framework. Recently researchers found out that raw features (e.g. word...
Xi Chen, Bing Bai, Yanjun Qi, Qihang Lin, Jaime G....
SPATIALCOGNITION
2004
Springer
14 years 1 months ago
Imagined Perspective-Changing Within and Across Novel Environments
Results suggesting that changing perspective and switching across spatial environments held in memory are processes that take place in parallel were obtained from a task-switching ...
Marios N. Avraamides, Jonathan W. Kelly