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» On Learning Boolean Functions
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QEST
2006
IEEE
15 years 3 months ago
Compositional Quantitative Reasoning
Abstract. We present a compositional theory of system verification, where specifications assign real-numbered costs to systems. These costs can express a wide variety of quantita...
Krishnendu Chatterjee, Luca de Alfaro, Marco Faell...
ACSD
2010
IEEE
239views Hardware» more  ACSD 2010»
14 years 8 months ago
A Complete Synthesis Method for Block-Level Relaxation in Self-Timed Datapaths
Self-timed circuits present an attractive solution to the problem of process variation. However, implementing selftimed combinational logic can be complex and expensive. This pape...
W. B. Toms, David A. Edwards
STOC
2006
ACM
159views Algorithms» more  STOC 2006»
15 years 10 months ago
Learning a circuit by injecting values
d Abstract] Dana Angluin James Aspnes Jiang Chen Yinghua Wu We propose a new model for exact learning of acyclic circuits using experiments in which chosen values may be assigned ...
Dana Angluin, James Aspnes, Jiang Chen, Yinghua Wu
ICML
2010
IEEE
14 years 11 months ago
Toward Off-Policy Learning Control with Function Approximation
We present the first temporal-difference learning algorithm for off-policy control with unrestricted linear function approximation whose per-time-step complexity is linear in the ...
Hamid Reza Maei, Csaba Szepesvári, Shalabh ...
INCDM
2010
Springer
138views Data Mining» more  INCDM 2010»
14 years 8 months ago
Learning Discriminative Distance Functions for Case Retrieval and Decision Support
The importance of learning distance functions is gradually being acknowledged by the machine learning community, and different techniques are suggested that can successfully learn ...
Alexey Tsymbal, Martin Huber, Shaohua Kevin Zhou