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ICASSP
2011
IEEE
14 years 6 months ago
The value of redundant measurement in compressed sensing
The aim of compressed sensing is to recover attributes of sparse signals using very few measurements. Given an overall bit budget for quantization, this paper demonstrates that th...
Victoria Kostina, Marco F. Duarte, Sina Jafarpour,...
CAV
2011
Springer
202views Hardware» more  CAV 2011»
14 years 6 months ago
Simplifying Loop Invariant Generation Using Splitter Predicates
Abstract. We present a novel static analysis technique that substantially improves the quality of invariants inferred by standard loop invariant generation techniques. Our techniqu...
Rahul Sharma 0001, Isil Dillig, Thomas Dillig, Ale...
ICSE
2011
IEEE-ACM
14 years 6 months ago
ReAssert: a tool for repairing broken unit tests
Successful software systems continuously change their requirements and thus code. When this happens, some existing tests get broken because they no longer reflect the intended be...
Brett Daniel, Danny Dig, Tihomir Gvero, Vilas Jaga...
SDM
2011
SIAM
242views Data Mining» more  SDM 2011»
14 years 6 months ago
Fast Algorithms for Finding Extremal Sets
Identifying the extremal (minimal and maximal) sets from a collection of sets is an important subproblem in the areas of data-mining and satisfiability checking. For example, ext...
Roberto J. Bayardo, Biswanath Panda
CVPR
2012
IEEE
13 years 8 months ago
Stream-based Joint Exploration-Exploitation Active Learning
Learning from streams of evolving and unbounded data is an important problem, for example in visual surveillance or internet scale data. For such large and evolving real-world data...
Chen Change Loy, Timothy M. Hospedales, Tao Xiang,...