Alexander Nikitin
Doctoral Researcher
Doctoral Researcher
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Contact information
Email
[email protected]
Research groups
- Probabilistic Machine Learning, Postdoctoral Researcher
- Professorship Kaski Samuel, Postdoctoral Researcher
Publications
Probabilistic Methods for Predictive Maintenance and Beyond: Graph and Human-in-the-Loop Machine Learning
Alexander Nikitin
2024
Thin and deep Gaussian processes
Daniel Augusto de Souza, Alexander Nikitin, Ti John, Magnus Ross, Mauricio A. Alvarez, Marc Peter Deisenroth, Joao Paulo Pordeus Gomes, Diego Parente Paiva Mesquita, Cesar Lincoln Mattos
2023
NeurIPS 2023
Human-in-the-Loop Large-Scale Predictive Maintenance of Workstations
Alexander Nikitin, Samuel Kaski
2022
KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Non-separable spatio-temporal graph kernels via SPDEs
Alexander Nikitin, ST John, Arno Solin, Samuel Kaski
2022
Proceedings of The 25th International Conference on Artificial Intelligence and Statistics
Decision Rule Elicitation for Domain Adaptation
Alexander Nikitin, Samuel Kaski
2021
26th International Conference on Intelligent User Interfaces, IUI 2021