Fairness and Explainability of Recommender Systems
@fate_recsys
Algorithmic Fairness and Biases in RecSys, Explainability in RecSys, Causal and Counterfactual, Transparency in RecSys, Responsible RecSys for Social Good
ID: 1454546085918224384
30-10-2021 20:29:54
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241 Followers
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Pleased to announce that the deadline for the SI on "Trustworthy Recommender Systems" ACM Transactions on Recommender Systems (ACM TORS) has been extended. New deadline: Feb 28, 2023. Topics of interest: Adversarial #Robustness, #Privacy, #Interpretability and #Explanation, #Fairness The Web Conference SIGIR 2025 ACM RecSys
"Fairness in Recommender Systems: Research Landscape and Future Directions" a brand new survey by Yashar Deldjoo et al. on a timely and important topic is out. #fairness #recsys
πCheck out this comprehensive literature review on #Fairness in #RecommenderSystems published with Springer Nature in UMUAI Journal, covering key approaches, challenges, and opportunities for building fair recommendation systems. #RecSys #FairAI #survey link.springer.com/article/10.100β¦
π Excited to share that our paper "A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems" with Mohammadmehdi Naghiaei and Yashar Deldjoo has been accepted to ACM Transaction on Recommender Systems (ACM Transactions on Recommender Systems (ACM TORS)) #RecSys ACM RecSys #ResponsibleAI
πFAccT's 2024 Call for Tutorials is now online! facctconference.org/2024/cft Deadline March 15 AoE Led by our Tutorials Chairs, Jenny Davis Where the Tweets have no name & Heloisa Candello
Two weeks remain to submit your contributions on #AlgorithmicFairness within #Europe's societal framework European Workshop on Algorithmic Fairness π Submission deadline: March 15, 2024 Location: Germany (July 1-3) @i3mainz Organized by: M. Cerrato, A. Coronel, and Corinna Hertweck @[email protected] and J. Alvarez
πͺ NOW LIVE!πͺ Registration for FAccT 2024 in Rio de Janeiro, Brazil is online! Early Bird rates til April 29! π£π· πcvent.me/xBrvwq Thank you to our registration chairs Yuexing Hao and Sonia Teixeira
πΒ I am deeply pleased to announce the speaker lineup for #ROEGEN24, the 1st workshop on "Generative Recommender Systems" ACM RecSysππ (1) M. Chen (Principal research scientist at Google Deepmind, USA):Β "LLMs for Recommendations: A Hybrid Approach" #LLMs #RecSys #GenerativeAI
π’ Deadline Extended to Sep 5 (AOE)! After receiving many papers! Working on #LLMs, #GenAI? If your paper did not make it to the #LBR track at ACM RecSys, do not miss #ROEGEN. We have a senior line-up of speakers and an excellent expecting topic! π roegen-recsys2024.github.io
Here is a list of contributions I made to SIGIR 2025 conducted in collaboration with great colleagues and collaborators in industries (#Amazon, and #DeepMind). Two Long Papers. Pretty interesting works on the Holistic Evaluation of Generative and Large language models in #IR and
