Petr Kasalický

According to our database, Petr Kasalický authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Conv4Rec: A 1-by-1 Convolutional AutoEncoder for User Profiling through Joint Analysis of Implicit and Explicit Feedbacks.

Antoine Ledent, Petr Kasalický, Rodrigo Alves, Hady W. Lauw

CoRR, September, 2025

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems.

Petr Kasalický, Martin Spisák, Vojtech Vancura, Daniel Bohunek, Rodrigo Alves, Pavel Kordík

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

2023

Uncertainty-adjusted Inductive Matrix Completion with Graph Neural Networks.

Petr Kasalický, Antoine Ledent, Rodrigo Alves

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders.

Petr Kasalický, Rodrigo Alves, Pavel Kordík

Proceedings of EvalRS: A Rounded Evaluation Of Recommender Systems 2023 co-located with 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2023), 2023

2022

Scalable Linear Shallow Autoencoder for Collaborative Filtering.

Vojtech Vancura, Rodrigo Alves, Petr Kasalický, Pavel Kordík

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022