23 citations · 40 across the 11 of their papers we have counts for
6 papers · 1 filter
Poisson Group Testing: A Probabilistic Model for Boolean Compressed Sensing
Amin Emad, Olgica Milenkovic
We introduce a novel probabilistic group testing framework, termed Poisson group testing, in which the number of defectives follows a right-truncated Poisson distribution. The Pois…
Code Construction and Decoding Algorithms for Semi-Quantitative Group Testing with Nonuniform Thresholds
Amin Emad, Olgica Milenkovic
We analyze a new group testing scheme, termed semi-quantitative group testing, which may be viewed as a concatenation of an adder channel and a discrete quantizer. Our focus is on…
Semi-Quantitative Group Testing: A Unifying Framework for Group Testing with Applications in Genotyping
Amin Emad, Olgica Milenkovic
We propose a novel group testing method, termed semi-quantitative group testing, motivated by a class of problems arising in genome screening experiments. Semi-quantitative group t…
Semi-Quantitative Group Testing
Amin Emad, Olgica Milenkovic
We consider a novel group testing procedure, termed semi-quantitative group testing, motivated by a class of problems arising in genome sequence processing. Semi-quantitative group…
Symmetric Group Testing and Superimposed Codes
Amin Emad, Jun Shen, Olgica Milenkovic
We describe a generalization of the group testing problem termed symmetric group testing. Unlike in classical binary group testing, the roles played by the input symbols zero and o…
Information Theoretic Bounds for Tensor Rank Minimization over Finite Fields
Amin Emad, Olgica Milenkovic
We consider the problem of noiseless and noisy low-rank tensor completion from a set of random linear measurements. In our derivations, we assume that the entries of the tensor bel…