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cs.LG2024
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…
cs.LG2024
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…