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BIGDATA
2013
45views more  BIGDATA 2013»
12 years 1 months ago
A Database-Hadoop Hybrid Approach to Scalable Machine Learning
—There are two popular schools of thought for performing large-scale machine learning that does not fit into memory. One is to run machine learning within a relational database ...
Makoto Yui, Isao Kojima
BCB
2013
107views Bioinformatics» more  BCB 2013»
12 years 1 months ago
PReach: Reachability in Probabilistic Signaling Networks
Extracellular molecules trigger a response inside the cell by initiating a signal at special membrane receptors (i.e., sources) which is then transmitted to reporters (i.e., target...
Haitham Gabr, Andrei Todor, Helia Zandi, Alin Dobr...
AT
2013
115views Hardware» more  AT 2013»
12 years 1 months ago
Reasoning about Choice
We present a logic for reasoning about choice. Choice CTL (C-CTL) extends the well-known branching-time temporal logic CTL with choice modalities, “3” and “2”. An example C...
Wiebe van der Hoek, Nicolas Troquard, Michael Wool...
ASPLOS
2013
ACM
12 years 1 months ago
GPUDet: a deterministic GPU architecture
Nondeterminism is a key challenge in developing multithreaded applications. Even with the same input, each execution of a multithreaded program may produce a different output. Thi...
Hadi Jooybar, Wilson W. L. Fung, Joseph Devietti, ...
ASIACRYPT
2013
Springer
12 years 1 months ago
Shorter Quasi-Adaptive NIZK Proofs for Linear Subspaces
We define a novel notion of quasi-adaptive non-interactive zero knowledge (NIZK) proofs for probability distributions on parametrized languages. It is quasi-adaptive in the sense...
Charanjit S. Jutla, Arnab Roy