Decision Rule Elicitation for Domain Adaptation. - Alexander V. Nikitin; Samuel Kaski (IUI, 2021)

Non-separable Spatio-temporal Graph Kernels via SPDEs. - Alexander V. Nikitin; S. T. John; Arno Solin; Samuel Kaski (AISTATS, 2022)

Human-in-the-Loop Large-Scale Predictive Maintenance of Workstations. - Alexander V. Nikitin; Samuel Kaski (KDD, 2022)

TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series. - Alexander V. Nikitin; Letizia Iannucci; Samuel Kaski (NeurIPS, 2024)

Probabilistic Methods for Predictive Maintenance and Beyond: Graph and Human-in-the-Loop Machine Learning. - Alexander V. Nikitin (2024)

Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning. - Sergio Hernández-Gutiérrez; Minttu Alakuijala; Alexander V. Nikitin; Pekka Marttinen (CoRR, 2025)