34 citations · 60 across the 13 of their papers we have counts for
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cs.LG2018
Convex Relaxations of Convolutional Neural Nets
Burak Bartan, Mert Pilanci
We propose convex relaxations for convolutional neural nets with one hidden layer where the output weights are fixed. For convex activation functions such as rectified linear units…
eess.SP2018★ 4 cited
Discrete Scaling Based on Operator Theory
Aykut Koç, Burak Bartan, Haldun M. Ozaktas
Signal scaling is a fundamental operation of practical importance in which a signal is enlarged or shrunk in the coordinate direction(s). Scaling or magnification is not trivial fo…
eess.SP2018★ 34 cited
Discrete Linear Canonical Transform Based on Hyperdifferential Operators
Aykut Koç, Burak Bartan, Haldun M. Ozaktas
Linear canonical transforms (LCTs) are of importance in many areas of science and engineering with many applications. Therefore a satisfactory discrete implementation is of conside…