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HYBRID
2007
Springer
15 years 10 months ago
Qualitative Analysis of Nonlinear Biochemical Networks with Piecewise-Affine Functions
Abstract. Nonlinearities and the lack of accurate quantitative information considerably hamper modeling and system analysis of biochemical networks. Here we propose a procedure for...
M. W. J. M. Musters, Hidde de Jong, P. P. J. van d...
ATS
2004
IEEE
109views Hardware» more  ATS 2004»
15 years 10 months ago
Reconfiguration for Enhanced ALternate Test (REALTest) of Analog Circuits
An efficient design for test methodology to increase the test yield of analog circuits is presented. It is assumed that the analog circuits are tested using alternate tests that r...
Ganesh Srinivasan, Shalabh Goyal, Abhijit Chatterj...
COLT
2006
Springer
15 years 10 months ago
Online Learning Meets Optimization in the Dual
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
Shai Shalev-Shwartz, Yoram Singer
DAS
2006
Springer
15 years 10 months ago
Semi-automatic Ground Truth Generation for Chart Image Recognition
While research on scientific chart recognition is being carried out, there is no suitable standard that can be used to evaluate the overall performance of the chart recognition res...
Li Yang, Weihua Huang, Chew Lim Tan
ECML
2006
Springer
15 years 10 months ago
Scaling Model-Based Average-Reward Reinforcement Learning for Product Delivery
Reinforcement learning in real-world domains suffers from three curses of dimensionality: explosions in state and action spaces, and high stochasticity. We present approaches that ...
Scott Proper, Prasad Tadepalli