15 citations · 15 across the 1 of their papers we have counts for
4 papers · 1 filter
Style Conditioned Recommendations
Murium Iqbal, Kamelia Aryafar, Timothy Anderton
We propose Style Conditioned Recommendations (SCR) and introduce style injection as a method to diversify recommendations. We use Conditional Variational Autoencoder (CVAE) archite…
Production Ranking Systems: A Review
Murium Iqbal, Nishan Subedi, Kamelia Aryafar
The problem of ranking is a multi-billion dollar problem. In this paper we present an overview of several production quality ranking systems. We show that due to conflicting goals…
A Multimodal Recommender System for Large-scale Assortment Generation in E-commerce
Murium Iqbal, Adair Kovac, Kamelia Aryafar
E-commerce platforms surface interesting products largely through product recommendations that capture users' styles and aesthetic preferences. Curating recommendations as a comple…
An Ensemble-based Approach to Click-Through Rate Prediction for Promoted Listings at Etsy
Kamelia Aryafar, Devin Guillory, Liangjie Hong
Etsy is a global marketplace where people across the world connect to make, buy and sell unique goods. Sellers at Etsy can promote their product listings via advertising campaigns…