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ATVA
2008
Springer
99views Hardware» more  ATVA 2008»
15 years 4 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
150
Voted
JMLR
2006
92views more  JMLR 2006»
15 years 2 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...
139
Voted
IOR
2011
152views more  IOR 2011»
14 years 9 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 5 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
114
Voted
FCCM
2006
IEEE
100views VLSI» more  FCCM 2006»
15 years 8 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...