Adaptive Autoguidance for Item-Side Fairness in Diffusion Recommender Systems
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval
PhD Student
DI Oleg Lesota
Johannes Kepler University Linz
Research output
Publications
Adaptive Autoguidance for Item-Side Fairness in Diffusion Recommender Systems
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Extending Logic Tensor Networks to Implicit Feedback for Representation-Aware Music Recommendation
European Conference on Information Retrieval
Enhancing Music Recommender Systems with Multimedia Content: A Context-Aware Approach
Proceedings of the 26th International Society for Music Information Retrieval Conference
Fine-tuning for Inference-efficient Calibrated Recommendations
Proceedings of the Nineteenth ACM Conference on Recommender Systems
Iguanodon: A Code-Breaking Game for Improving Visualization Construction Literacy
IEEE Transactions on Visualization and Computer Graphics
Investigating Carbon Footprint of Recommender Systems Beyond Training Time
Proceedings of the Nineteenth ACM Conference on Recommender Systems
Investigating Music Track Liking in the Halo of Album Covers
Proceedings of the 26th International Society for Music Information Retrieval Conference
Oh, Behave! Country Representation Dynamics Created by Feedback Loops in Music Recommender Systems
Proceedings of the 18th ACM Conference on Recommender Systems (RecSys)
The Importance of Cognitive Biases in the Recommendation Ecosystem: Evidence of Feature-Positive Effect, Ikea Effect, and Cultural Homophily
Proceedings of the 11th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 18th ACM Conference on Recommender Systems (RecSys 2024)
Computational Versus Perceived Popularity Miscalibration in Recommender Systems
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval
Emotion-aware Music Tower Blocks (EmoMTB): An Intelligent Audiovisual Interface for Music Discovery and Recommendation
International Journal of Multimedia Information Retrieval (IJMIR)
Parameter-efficient Modularised Bias Mitigation via AdapterFusion
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
EmoMTB: Emotion-aware Music Tower Blocks
Proceedings of the 2022 ACM International Conference on Multimedia Retrieval (ICMR)
Exploring Cross-group Discrepancies in Calibrated Popularity for Accuracy/Fairness Trade-off Optimization
Proceedings of the 2nd Workshop on Multi-Objective Recommender Systems co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), Seattle, WA, USA, 18th-23rd September
Traces of Globalization in Online Music Consumption Patterns and Results of Recommendation Algorithms
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8
Award · Best Student Paper Award
Unlearning Protected User Attributes in Recommendations with Adversarial Training
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models
Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval
Analyzing Item Popularity Bias of Music Recommender Systems: Are Different Genders Equally Affected?
Proceedings of the 15th ACM Conference on Recommender Systems (RecSys)
Investigating Gender Fairness of Recommendation Algorithms in the Music Domain
Information Processing & Management