no code implementations • 7 May 2018 • Sara Bahaadini, Vahid Noroozi, Neda Rohani, Scott Coughlin, Michael Zevin, Aggelos K. Katsaggelos
In this paper, benefiting from the strong ability of deep neural network in estimating non-linear functions, we propose a discriminative embedding function to be used as a feature extractor for clustering tasks.
no code implementations • 28 Apr 2017 • Sara Bahaadini, Neda Rohani, Scott Coughlin, Michael Zevin, Vicky Kalogera, Aggelos K. Katsaggelos
Non-cosmic, non-Gaussian disturbances known as "glitches", show up in gravitational-wave data of the Advanced Laser Interferometer Gravitational-wave Observatory, or aLIGO.
no code implementations • 19 Sep 2016 • Carl L. Rodriguez, Michael Zevin, Chris Pankow, Vicky Kalogera, Frederic A. Rasio
In particular, these heavy-black-hole binaries can only form with a significant spin-orbit anti-alignment in the dynamical channel.
High Energy Astrophysical Phenomena