Suvash Sedhain

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 5

Top Topics

User Interaction

Data Sparseness

Recommendation Systems

Collaborative Filtering

Top Venues

Publications

Benjamin Paul Chamberlain, Emanuele Rossi, Dan Shiebler, Suvash Sedhain, Michael M. Bronstein
Tuning Word2vec for Large Scale Recommendation Systems. CoRR (2020)
Benjamin Paul Chamberlain, Emanuele Rossi, Dan Shiebler, Suvash Sedhain, Michael M. Bronstein
Tuning Word2vec for Large Scale Recommendation Systems. RecSys (2020)
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie, Darius Braziunas
Low-Rank Linear Cold-Start Recommendation from Social Data. AAAI (2017)
Suvash Sedhain, Hung Hai Bui, Jaya Kawale, Nikos Vlassis, Branislav Kveton, Aditya Krishna Menon, Trung Bui, Scott Sanner
Practical Linear Models for Large-Scale One-Class Collaborative Filtering. IJCAI (2016)
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Darius Braziunas
On the Effectiveness of Linear Models for One-Class Collaborative Filtering. AAAI (2016)
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie
AutoRec: Autoencoders Meet Collaborative Filtering. WWW (Companion Volume) (2015)
Suvash Sedhain, Scott Sanner, Darius Braziunas, Lexing Xie, Jordan Christensen
Social collaborative filtering for cold-start recommendations. RecSys (2014)
Suvash Sedhain, Scott Sanner, Lexing Xie, Riley Kidd, Khoi-Nguyen Tran, Peter Christen
Social affinity filtering: recommendation through fine-grained analysis of user interactions and activities. COSN (2013)