Aayush Singha Roy

Affiliations. Insight Centre for Data Analytics. University College of Dublin (UCD).

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My name is Aayush Singha Roy and I’m currently pursuing a PhD at the University College of Dublin where I am specializing in the field of A.I. with a focus on recommender systems algorithms.

I’m a member of the Insight Centre for Data Analytics and I’m currently working under the supervision of Prof. Neil Hurley.

Selected publications

2023

  1. Scalable Deep Q-Learning for Session-Based Slate Recommendation
    Aayush Singha Roy, Edoardo D’Amico, Aonghus Lawlor, and 1 more author
    In Seventeenth ACM Conference on Recommender Systems (RecSys ’23), 2023
  2. Addressing Fast Changing Fashion Trends in Multi-Stage Recommender Systems
    Aayush Singha Roy, Edoardo D’Amico, Aonghus Lawlor, and 1 more author
    In The International FLAIRS Conference Proceedings, 2023

2022

  1. Soft Rough Set based span for unsupervised keyword extraction
    Niladri Chatterjee, Aayush Singha Roy, and Nidhika Yadav
    Journal of Intelligent & Fuzzy Systems, 2022