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ATAL
2008
Springer
15 years 8 months ago
Graph Laplacian based transfer learning in reinforcement learning
The aim of transfer learning is to accelerate learning in related domains. In reinforcement learning, many different features such as a value function and a policy can be transfer...
Yi-Ting Tsao, Ke-Ting Xiao, Von-Wun Soo
C3S2E
2008
ACM
15 years 8 months ago
Context-sensitive cut, copy, and paste
Creating and editing source code are tedious and error-prone processes. One important source of errors in editing programs is the failure to correctly adapt a block of copied code...
Reid Kerr, Wolfgang Stürzlinger
CC
2008
Springer
130views System Software» more  CC 2008»
15 years 8 months ago
IDE Dataflow Analysis in the Presence of Large Object-Oriented Libraries
Abstract. A key scalability challenge for interprocedural dataflow analysis comes from large libraries. Our work addresses this challenge for the general category of interprocedura...
Atanas Rountev, Mariana Sharp, Guoqing Xu
CCS
2008
ACM
15 years 8 months ago
Open problems in the security of learning
Machine learning has become a valuable tool for detecting and preventing malicious activity. However, as more applications employ machine learning techniques in adversarial decisi...
Marco Barreno, Peter L. Bartlett, Fuching Jack Chi...
CONEXT
2008
ACM
15 years 8 months ago
On cooperative settlement between content, transit and eyeball internet service providers
Internet service providers (ISPs) depend on one another to provide global network services. However, the profit-seeking nature of the ISPs leads to selfish behaviors that result i...
Richard T. B. Ma, Dah-Ming Chiu, John C. S. Lui, V...