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13 papers · 1 filter
Score Function Features for Discriminative Learning: Matrix and Tensor Framework
Majid Janzamin, Hanie Sedghi, Anima Anandkumar
Feature learning forms the cornerstone for tackling challenging learning problems in domains such as speech, computer vision and natural language processing. In this paper, we cons…
On Transitory Queueing
Harsha Honnappa, Rahul Jain, Amy R. Ward
We introduce a framework and develop a theory of transitory queueing models. These are models that are not only non-stationary and time-varying but also have other features such as…
Screw-Dislocation-Driven Growth of Two-Dimensional Few-Layer and Pyramid-Like WSe2 by Sulfur-Assisted Chemical Vapor Deposition
Liang Chen, Bilu Liu, Ahmad N. Abbas +4
Two-dimensional (2D) layered tungsten diselenides (WSe2) material has recently drawn a lot of attention due to its unique optoelectronic properties and ambipolar transport behavior…
A generating function approach to counting theorems for square-free polynomials and maximal tori
Jason Fulman
A recent paper of Church, Ellenberg, and Farb uses topology and representation theory of the symmetric group to prove enumerative results about square-free polynomials and F-stable…
Model Selection for Topic Models via Spectral Decomposition
Dehua Cheng, Xinran He, Yan Liu
Topic models have achieved significant successes in analyzing large-scale text corpus. In practical applications, we are always confronted with the challenge of model selection, i.…
An SO(3)SO(3) invariant solution of supergravity
Hadi Godazgar, Mahdi Godazgar, Olaf Krueger +2
We construct a new SO(3)SO(3) invariant non-supersymmetric solution of the bosonic field equations of supergravity from the corresponding stationary point of maximal…