1 citations · 1 across the 3 of their papers we have counts for
3 papers
Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems
Anastasiia Zakharova, Dmitriy Alexandrov, Maria Khodorchenko +4
Machine learning (ML) models trained on datasets owned by different organizations and physically located in remote databases offer benefits in many real-world use cases. State regu…
AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis
Maria Khodorchenko, Nikolay Butakov, Maxim Zuev +1
In this work, we present an AutoTM 2.0 framework for optimizing additively regularized topic models. Comparing to the previous version, this version includes such valuable improvem…
Unsupervised Neural Aspect Search with Related Terms Extraction
Timur Sokhin, Maria Khodorchenko, Nikolay Butakov
The tasks of aspect identification and term extraction remain challenging in natural language processing. While supervised methods achieve high scores, it is hard to use them in re…