Dmitriy Alexandrov

According to our database, Dmitriy Alexandrov authored at least 7 papers between 2019 and 2025.

Collaborative distances:

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

2025

Efficient Deadline-Constrained Scheduling and Hybrid Parallelism Optimization of Distributed AutoML Pipelines.

Nikolay Butakov, Anton Vakhrushev, Maria Khodorchenko, Anastasiia Zakharova, Alexander Ryzhkov, Olga Plosskaya, Azamat Gainetdinov, Rinchin Damdinov, Dmitriy Alexandrov, Denis A. Nasonov, Maxim Savchenko

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Stalactite: toolbox for fast prototyping of vertical federated learning systems.

Anastasiia Zakharova, Dmitriy Alexandrov, Maria Khodorchenko, Nikolay Butakov, Alexey Vasilev, Maxim Savchenko, Alexander Grigorievskiy

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2023

Does Noise Really Matter? Investigation into the Influence of Noisy Labels on Bert-Based Question Answering System.

Dmitriy Alexandrov, Anastasiia Zakharova, Nikolay Butakov

Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023

2022

Towards Ontology-Based End-to-End Domain-Oriented KBQA System.

Anastasiia Zakharova, Daria Sorokina, Dmitriy Alexandrov, Nikolay Butakov

Proceedings of the Distributed Computing and Artificial Intelligence, 2022

2021

The Weak Supervision Approach for Question Answering over Text Using Triplets Recovering with QA-Based Rankers.

Dmitriy Alexandrov, Nikolay Butakov, Timur Sokhin

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Towards a Toolbox for Mining QA-pairs and QAT-triplets from Conversational Data of Public Chats.

Alexander Egorov, Dmitriy Alexandrov, Nikolay Butakov

Proceedings of the 29th Conference of Open Innovations Association, 2021

2019

Analysis of Machine Learning Methods for Wildfire Security Monitoring with an Unmanned Aerial Vehicles.

Dmitriy Alexandrov, Elizaveta Pertseva, Ivan Berman, Igor Pantiukhin, Aleksandr A. Kapitonov

Proceedings of the 24th Conference of Open Innovations Association, 2019