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Posts by Collection
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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. "KOALA: A Kalman Optimization Algorithm with Loss Adaptivity." In AAAI 2022.
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.