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cs.LG2016★ 13 cited
Fast Orthonormal Sparsifying Transforms Based on Householder Reflectors
Cristian Rusu, Nuria Gonzalez-Prelcic, Robert Heath
Dictionary learning is the task of determining a data-dependent transform that yields a sparse representation of some observed data. The dictionary learning problem is non-convex,…
cs.IT2016
Millimeter Wave Vehicular Communication to Support Massive Automotive Sensing
Junil Choi, Vutha Va, Nuria Gonzalez-Prelcic +3
As driving becomes more automated, vehicles are being equipped with more sensors generating even higher data rates. Radars (RAdio Detection and Ranging) are used for object detecti…