Yassaman Ebrahimzadeh Maboud

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Recommendation Systems

Training Process

Feature Interactions

Top Venues

Proc. VLDB Endow.

Publications

Yassaman Ebrahimzadeh Maboud, Muhammad Adnan, Divya Mahajan, Prashant J. Nair
Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings. CoRR (2024)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Heterogeneous Acceleration Pipeline for Recommendation System Training. ISCA (2024)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks. CoRR (2023)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Heterogeneous Acceleration Pipeline for Recommendation System Training. CoRR (2022)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
High-Performance Training by Exploiting Hot-Embeddings in Recommendation Systems. CoRR (2021)
Muhammad Adnan, Yassaman Ebrahimzadeh Maboud, Divya Mahajan, Prashant J. Nair
Accelerating Recommendation System Training by Leveraging Popular Choices. Proc. VLDB Endow. 15 (1) (2021)