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Posts by Collection
portfolio
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publications
Oil production forecast models based on sliding window regression
Published in Journal of Petroleum Science and Engineering, 2020
Recommended citation: A. Davtyan, A. Rodin, I. Muchnik and A. Romashkin. "Oil production forecast models based on sliding window regression." In Journal of Petroleum Science and Engineering, Volume 195, 2020, 107916, ISSN 0920-4105, https://doi.org/10.1016/j.petrol.2020.107916.
KOALA: A Kalman Optimization Algorithm with Loss Adaptivity
Published in AAAI Conference on Artificial Intelligence, 2022
Recommended citation: A. Davtyan, S. Sameni, L. Cerkezi, G. Meishvili, A. Bielski and P. Favaro. (2022). "KOALA: A Kalman Optimization Algorithm with Loss Adaptivity." In Proceedings of the 36th AAAI Conference on Artificial Intelligence.
Controllable Video Generation through Global and Local Motion Dynamics
Published in European Conference on Computer Vision, 2022
Recommended citation: A. Davtyan and P. Favaro. (2022). "Controllable Video Generation through Global and Local Motion Dynamics." In Proceedings of the 17th European Conference on Computer Vision.
talks
teaching
Machine Learning
BSc course, University of Bern, 2020
Teaching assistant in this introductory machine learning course.
Advanced Topics in Machine Learning
MSc course, University of Bern, 2021
Teaching assistant in this introductory deep learning course.