181 citations · 661 across the 28 of their papers we have counts for
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cs.LG2014★ 15 cited
UNLocBoX: A MATLAB convex optimization toolbox for proximal-splitting methods
Nathanael Perraudin, Vassilis Kalofolias, David Shuman +1
Convex optimization is an essential tool for machine learning, as many of its problems can be formulated as minimization problems of specific objective functions. While there is a…
math.NA2014
Designing Gabor windows using convex optimization
Nathanaël Perraudin, Nicki Holighaus, Peter L. Søndergaard +1
Redundant Gabor frames admit an infinite number of dual frames, yet only the canonical dual Gabor system, constructed from the minimal l2-norm dual window, is widely used. This win…