Jacek Dabrowski

According to our database, Jacek Dabrowski authored at least 17 papers between 2020 and 2023.

Collaborative distances:

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

2023

Temporal graph models fail to capture global temporal dynamics.

Michal Daniluk, Jacek Dabrowski

CoRR, 2023

Synerise Monad: A Foundation Model for Behavioral Event Data.

Barbara Rychalska, Szymon Lukasik, Jacek Dabrowski

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

The Monad Platform - Temporal Aspects in Behavioral Modeling.

Barbara Rychalska, Igor Sieradzki, Jacek Dabrowski

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Data modalities, consumer attributes and recommendation performance in the fashion industry.

Sylwia Sysko-Romanczuk, Piotr Zaborek, Anna Wróblewska, Jacek Dabrowski, Sergiy Tkachuk

Electron. Mark., 2022

Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings.

Sergiy Tkachuk, Anna Wróblewska, Jacek Dabrowski, Szymon Lukasik

Proceedings of the International Joint Conference on Neural Networks, 2022

Synerise Monad - Real-Time Multimodal Behavioral Modeling.

Jacek Dabrowski, Barbara Rychalska

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

T-EMDE: Sketching-based global similarity for cross-modal retrieval.

Barbara Rychalska, Mikolaj Wieczorek, Jacek Dabrowski

CoRR, 2021

Cleora: A Simple, Strong and Scalable Graph Embedding Scheme.

Barbara Rychalska, Piotr Babel, Konrad Goluchowski, Andrzej Michalowski, Jacek Dabrowski

CoRR, 2021

Modeling Multi-Destination Trips with Sketch-Based Model.

Michal Daniluk, Barbara Rychalska, Konrad Goluchowski, Jacek Dabrowski

Proceedings of the Workshop on Web Tourism co-located with the 14th ACM International WSDM Conference (WSDM 2021), 2021

Synerise at RecSys 2021: Twitter user engagement prediction with a fast neural model.

Michal Daniluk, Jacek Dabrowski, Barbara Rychalska, Konrad Goluchowski

Proceedings of the RecSys Challenge 2021: Proceedings of the Recommender Systems Challenge 2021, 2021

On the Unreasonable Effectiveness of Centroids in Image Retrieval.

Mikolaj Wieczorek, Barbara Rychalska, Jacek Dabrowski

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Cleora: A Simple, Strong and Scalable Graph Embedding Scheme.

Barbara Rychalska, Piotr Babel, Konrad Goluchowski, Andrzej Michalowski, Jacek Dabrowski, Przemyslaw Biecek

Proceedings of the Neural Information Processing - 28th International Conference, 2021

An Efficient Manifold Density Estimator for All Recommendation Systems.

Jacek Dabrowski, Barbara Rychalska, Michal Daniluk, Dominika Basaj, Konrad Goluchowski, Piotr Babel, Andrzej Michalowski, Adam Jakubowski

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

I know why you like this movie: Interpretable Efficient Multimodal Recommender.

Barbara Rychalska, Dominika Basaj, Jacek Dabrowski, Michal Daniluk

CoRR, 2020

An efficient manifold density estimator for all recommendation systems.

Jacek Dabrowski, Barbara Rychalska, Michal Daniluk, Dominika Basaj, Konrad Goluchowski, Piotr Babel, Andrzej Michalowski

CoRR, 2020

Multi-modal Embedding Fusion-based Recommender.

Anna Wróblewska, Jacek Dabrowski, Michal Pastuszak, Andrzej Michalowski, Michal Daniluk, Barbara Rychalska, Mikolaj Wieczorek, Sylwia Sysko-Romanczuk

CoRR, 2020

A Strong Baseline for Fashion Retrieval with Person Re-identification Models.

Mikolaj Wieczorek, Andrzej Michalowski, Anna Wróblewska, Jacek Dabrowski

Proceedings of the Neural Information Processing - 27th International Conference, 2020