- New York NY, US Matthew Harper LANGSTON - Beacon NY, US Richard LETHIN - New York NY, US Matthew James Morse - New York NY, US
International Classification:
G06N 3/04 G06N 3/08
Abstract:
A processor-implemented method includes receiving as input, a global polynomial optimization problem that approximates a training problem of a neural network. The method also includes relaxing the global polynomial optimization problem including polynomial constraints with multiple semi-definite programs. The method further includes solving the semi-definite programs based on a pre-defined structure and outputting a solution indicating a location of a global optimum of the optimization problem. The method includes performing inference with the neural network based on the solution.
California State University, Sacramento
Director of Bands and Assistant Professor of Music
University of North Texas Jul 31, 2013 - May 31, 2016
Doctoral Teaching Fellow
Indiana University of Pennsylvania Jun 30, 2011 - Aug 31, 2013
Graduate Assistant
Us Army Sep 1, 1986 - Oct 1, 2011
Warrant Officer Bandmaster
Us Army Sep 1986 - Dec 1997
Performing Musician
Education:
University of North Texas 2013 - 2017
Doctorates, Doctor of Musical Arts, Conducting, Music
Indiana University of Pennsylvania 2011 - 2013
Masters, Master of Arts, Conducting, Music
Thomas Edison State University 2010 - 2011
Bachelors, Bachelor of Arts, Music
Bloomington Jefferson High School
Armed Forces School of Music
Skills:
Music Jazz Conducting Trombone Bands Euphonium Personnel Management Office Administration Military Percussion Research Editing Teaching Higher Education Recording Curriculum Development University Teaching Bass Trombone Tenor Trombone Drums and Percussion Budget Process Small Unit Leadership Community Outreach Data Analysis Grant Writing
May Street Elementary School Worcester MA 1981-1988, Forest Grove Middle School Worcester MA 1988-1990, Forest Grove Junior High School Worcester MA 1988-1990
Community:
Samuel Mwangi, Mario Digioia, Catherine Torres, Tammy Gagnon, John Connor