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ATVA
2008
Springer
99views Hardware» more  ATVA 2008»
15 years 9 months ago
Model Checking Recursive Programs with Exact Predicate Abstraction
e Abstraction Arie Gurfinkel1 , Ou Wei2 , and Marsha Chechik2 1 Software Engineering Institute, Carnegie Mellon University 2 Department of Computer Science, University of Toronto A...
Arie Gurfinkel, Ou Wei, Marsha Chechik
JMLR
2006
92views more  JMLR 2006»
15 years 7 months ago
Linear Programs for Hypotheses Selection in Probabilistic Inference Models
We consider an optimization problem in probabilistic inference: Given n hypotheses Hj, m possible observations Ok, their conditional probabilities pk j, and a particular Ok, selec...
Anders Bergkvist, Peter Damaschke, Marcel Lüt...
IOR
2011
152views more  IOR 2011»
15 years 2 months ago
Risk-Averse Two-Stage Stochastic Linear Programming: Modeling and Decomposition
We formulate a risk-averse two-stage stochastic linear programming problem in which unresolved uncertainty remains after the second stage. The objective function is formulated as ...
Naomi Miller, Andrzej Ruszczynski
JMLR
2012
13 years 10 months ago
Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming
Sparse additive models are families of d-variate functions with the additive decomposition f∗ = ∑j∈S f∗ j , where S is an unknown subset of cardinality s d. In this paper,...
Garvesh Raskutti, Martin J. Wainwright, Bin Yu
FCCM
2006
IEEE
100views VLSI» more  FCCM 2006»
16 years 1 months ago
Enabling a Uniform Programming Model Across the Software/Hardware Boundary
In this paper, we present hthreads, a unifying programming model for specifying application threads running within a hybrid CPU/FPGA system. Threads are specified from a single p...
Erik Anderson, Jason Agron, Wesley Peck, Jim Steve...