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Multiple Tenured/Tenure-Track Faculty Positions in AI/ML at RPI

Rensselaer – IBM Research Partnership   Rensselaer Polytechnic Institute (Troy, NY) is embarking on an ambitious expansion in Computational Sciences and Engineering research and education, with a focus on creating a research cluster in the area of Artificial Intelligence (AI) and Machine Learning (ML).    The Department of Electrical, Computer, and Systems Engineering at Rensselaer encourages applications from outstanding candidates who will build upon our existing strengths in these areas.

Early Stage Researcher FONTE-EID, leading to PhD

Development of new optical transmission methods based on nonlinear Fourier transform.

Applications are invited for a three year prestigious Postgraduate Studentship (leading to a PhD) as MSCA Early Stage Researcher, supported the School of Engineering and Applied Science through MSCA ITN European Industrial Doctorates project FONTE, to be undertaken within the Aston Institute of Photonic Technologies (AIPT) [http://www.aston.ac.uk/eas/research/groups/photonics/] at Aston University (Birmingham; UK).

Recent Patents in Signal Processing - Handwriting recognition

In patent no. 10,055,660 a system, a non-transitory computer readable medium, and a method for Arabic handwriting recognition are provided. The method includes acquiring an input image representative of a handwritten Arabic text from a user, partitioning the input image into a plurality of regions, determining a bag of features representation...

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Recovery of Independent Sparse Sources From Linear Mixtures Using Sparse Bayesian Learning

Classical algorithms for the multiple measurement vector (MMV) problem assume either independent columns for the solution matrix or certain models of correlation among the columns. The correlation structure in the previous MMV formulation does not capture the signals well for some applications like photoplethysmography (PPG) signal extraction where the signals are independent and linearly mixed in a certain manner. In practice, the mixtures of these signals are observed through different channels.