9 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.CV2023
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…
cs.LG2023★ 1 cited
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.…
cs.LG2019★ 9 cited
Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series
Zahra Ebrahimzadeh, Min Zheng, Selcuk Karakas +1
Many real-world time series, such as in health, have changepoints where the system's structure or parameters change. Since changepoints can indicate critical events such as onset o…