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42 papers · 1 filter
Robust 1-bit Compressive Sensing via Gradient Support Pursuit
Sohail Bahmani, Petros T. Boufounos, Bhiksha Raj
This paper studies a formulation of 1-bit Compressed Sensing (CS) problem based on the maximum likelihood estimation framework. In order to solve the problem we apply the recently…
DELTACON: A Principled Massive-Graph Similarity Function
Danai Koutra, Joshua T. Vogelstein, Christos Faloutsos
How much did a network change since yesterday? How different is the wiring between Bob's brain (a left-handed male) and Alice's brain (a right-handed female)? Graph similarity with…
On estimation of mean squared errors of benchmarked empirical Bayes estimators
Rebecca C. Steorts, Malay Ghosh
We consider benchmarked empirical Bayes (EB) estimators under the basic area-level model of Fay and Herriot while requiring the standard benchmarking constraint. In this paper we d…
A composition theorem for the Fourier Entropy-Influence conjecture
Ryan O'Donnell, Li-Yang Tan
The Fourier Entropy-Influence (FEI) conjecture of Friedgut and Kalai [FK96] seeks to relate two fundamental measures of Boolean function complexity: it states that $H[f] \leq C Inf…
Growth and texture of Spark Plasma Sintered Al2O3 ceramics: a combined analysis of X-rays and Electron Back Scatter Diffraction
Dhanapal Pravarthana, D. Chateigner, L. Lutterotti +7
Textured alumina ceramics were obtained by Spark Plasma Sintering (SPS) of undoped commercial a-Al2O3 powders. Various parameters (density, grain growth, grain size distribution) o…
A Framework for Comparing Uncertain Inference Systems to Probability
Ben P. Wise, Max Henrion
Several different uncertain inference systems (UISs) have been developed for representing uncertainty in rule-based expert systems. Some of these, such as Mycin's Certainty Factors…