6 citations · 11 across the 3 of their papers we have counts for
3 papers
Consumer Transactions Simulation through Generative Adversarial Networks
Sergiy Tkachuk, Szymon Łukasik, Anna Wróblewska
In the rapidly evolving domain of large-scale retail data systems, envisioning and simulating future consumer transactions has become a crucial area of interest. It offers signific…
Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings
Sergiy Tkachuk, Anna Wróblewska, Jacek Dąbrowski +1
Recent years brought an increasing interest in the application of machine learning algorithms in e-commerce, omnichannel marketing, and the sales industry. It is not only to the al…
Multilingual Transformers for Product Matching -- Experiments and a New Benchmark in Polish
Michał Możdżonek, Anna Wróblewska, Sergiy Tkachuk +1
Product matching corresponds to the task of matching identical products across different data sources. It typically employs available product features which, apart from being multi…