Vojtech Vancura

15 papers A* 1A 7Misc 1Journal 5Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Efficient Learning of Sparse Representations from Interactions. WWW Vojtech Vancura, Martin Spisák, Rodrigo Alves, Ladislav Peska
2026	J	`jnl`	Efficient Learning of Sparse Representations from Interactions. CoRR Vojtech Vancura, Martin Spisák, Rodrigo Alves, Ladislav Peska
2026	J	`jnl`	From Knots to Knobs: Towards Steerable Collaborative Filtering Using Sparse Autoencoders. CoRR Martin Spisák, Ladislav Peska, Petr Skoda, Vojtech Vancura, Rodrigo Alves
2025	A	`conf`	Mitigating Risks in Marketplace Semantic Search: A Dataset for Harmful and Sensitive Query Alignment. UMAP Filip Spacek, Vojtech Vancura, Pavel Kordík
2025	A	`conf`	The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems. RecSys Petr Kasalický, Martin Spisák, Vojtech Vancura, Daniel Bohunek, Rodrigo Alves, Pavel Kordík
2025	J	`jnl`	The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems. CoRR Petr Kasalický, Martin Spisák, Vojtech Vancura, Daniel Bohunek, Rodrigo Alves, Pavel Kordík
2024	A	`conf`	beeFormer: Bridging the Gap Between Semantic and Interaction Similarity in Recommender Systems. RecSys Vojtech Vancura, Pavel Kordík, Milan Straka
2024	J	`jnl`	beeFormer: Bridging the Gap Between Semantic and Interaction Similarity in Recommender Systems. CoRR Vojtech Vancura, Pavel Kordík, Milan Straka
2023	A	`conf`	Scalable and Explainable Linear Shallow Autoencoders for Collaborative Filtering from Industrial Perspective. UMAP Vojtech Vancura
2022	Misc	`conf`	Offline evaluation of the serendipity in recommendation systems. CSIT Daniil Pastukhov, Stanislav Kuznetsov, Vojtech Vancura, Pavel Kordík
2022	A	`conf`	RepSys: Framework for Interactive Evaluation of Recommender Systems. RecSys Jan Safarík, Vojtech Vancura, Pavel Kordík
2022	A	`conf`	Scalable Linear Shallow Autoencoder for Collaborative Filtering. RecSys Vojtech Vancura, Rodrigo Alves, Petr Kasalický, Pavel Kordík
2021	—	`conf`	Deep Variational Autoencoder with Shallow Parallel Path for Top-N Recommendation (VASP). ICANN (5) Vojtech Vancura, Pavel Kordík
2021	J	`jnl`	Deep Variational Autoencoder with Shallow Parallel Path for Top-N Recommendation (VASP). CoRR Vojtech Vancura, Pavel Kordík
2021	A	`conf`	Neural Basket Embedding for Sequential Recommendation. RecSys Vojtech Vancura