Alexander V. Nikitin

According to our database, Alexander V. Nikitin authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

2025

Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning.

Sergio Hernández-Gutiérrez, Minttu Alakuijala, Alexander V. Nikitin, Pekka Marttinen

CoRR, May, 2025

2024

Probabilistic Methods for Predictive Maintenance and Beyond: Graph and Human-in-the-Loop Machine Learning.

Alexander V. Nikitin

PhD thesis, 2024

TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series.

Alexander V. Nikitin, Letizia Iannucci, Samuel Kaski

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Human-in-the-Loop Large-Scale Predictive Maintenance of Workstations.

Alexander V. Nikitin, Samuel Kaski

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Non-separable Spatio-temporal Graph Kernels via SPDEs.

Alexander V. Nikitin, S. T. John, Arno Solin, Samuel Kaski

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Decision Rule Elicitation for Domain Adaptation.

Alexander V. Nikitin, Samuel Kaski

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021