6 citations · 10 across the 6 of their papers we have counts for
6 papers
Efficient Large-Scale Visual Representation Learning And Evaluation
Eden Dolev, Alaa Awad, Denisa Roberts +4
Efficiently learning visual representations of items is vital for large-scale recommendations. In this article we compare several pretrained efficient backbone architectures, both…
adSformers: Personalization from Short-Term Sequences and Diversity of Representations in Etsy Ads
Alaa Awad, Denisa Roberts, Eden Dolev +6
In this article, we present a general approach to personalizing ads through encoding and learning from variable-length sequences of recent user actions and diverse representations.…
QR and LQ Decomposition Matrix Backpropagation Algorithms for Square, Wide, and Deep -- Real or Complex -- Matrices and Their Software Implementation
Denisa A. O. Roberts, Lucas R. Roberts
This article presents matrix backpropagation algorithms for the QR decomposition of matrices , that are either square (m = n), wide (m < n), or deep (m > n), with rank $k…
Neural Networks for Lorenz Map Prediction: A Trip Through Time
Denisa Roberts
In this article the Lorenz dynamical system is revived and revisited and the current state of the art results for one step ahead forecasting for the Lorenz trajectories are publish…
A Second Order Cumulant Spectrum Test That a Stochastic Process is Strictly Stationary and a Step Toward a Test for Graph Signal Strict Stationarity
Denisa Roberts, Douglas Patterson
This article develops a statistical test for the null hypothesis of strict stationarity of a discrete time stochastic process in the frequency domain. When the null hypothesis is t…
An Expectation Maximization Framework for Yule-Simon Preferential Attachment Models
Lucas Roberts, Denisa Roberts
In this paper we develop an Expectation Maximization(EM) algorithm to estimate the parameter of a Yule-Simon distribution. The Yule-Simon distribution exhibits the "rich get richer…