Autorec: Autoencoders meet collaborative filtering S Sedhain, AK Menon, S Sanner, L Xie Proceedings of the 24th international conference on World Wide Web, 111-112, 2015 | 1428 | 2015 |
Social collaborative filtering for cold-start recommendations S Sedhain, S Sanner, D Braziunas, L Xie, J Christensen Proceedings of the 8th ACM Conference on Recommender systems, 345-348, 2014 | 165 | 2014 |
Low-rank linear cold-start recommendation from social data S Sedhain, A Menon, S Sanner, L Xie, D Braziunas Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 92 | 2017 |
On the effectiveness of linear models for one-class collaborative filtering S Sedhain, A Menon, S Sanner, D Braziunas Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 55 | 2016 |
Tuning word2vec for large scale recommendation systems BP Chamberlain, E Rossi, D Shiebler, S Sedhain, MM Bronstein Proceedings of the 14th ACM Conference on Recommender Systems, 732-737, 2020 | 29 | 2020 |
Practical linear models for large-scale one-class collaborative filtering S Sedhain, H Bui, J Kawale, N Vlassis, B Kveton, AK Menon, T Bui, ... Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016 | 27 | 2016 |
Social affinity filtering: Recommendation through fine-grained analysis of user interactions and activities S Sedhain, S Sanner, L Xie, R Kidd, KN Tran, P Christen Proceedings of the first ACM conference on Online social networks, 51-62, 2013 | 23 | 2013 |
Item recommendation techniques H Bui, B Kveton, S Sedhain, N Vlassis, J Kawale US Patent 10,657,574, 2020 | 12 | 2020 |
Generating recommendations for unfamiliar users by utilizing social side information S Sedhain, D Braziunas, J Christensen US Patent App. 14/320,017, 2015 | 3 | 2015 |
Adult image detection system BR Dhakal, BC Sainju, S Sedhain Tech Report, 2010 | 3 | 2010 |
Item recommendation techniques H Bui, B Kveton, S Sedhain, N Vlassis, J Kawale US Patent 11,354,720, 2022 | 1 | 2022 |
A Unified Approach to Collaborative Filtering via Linear Models and Beyond S Sedhain The Australian National University, 2016 | 1 | 2016 |