Data-driven optimal prediction with control.
Commun. Nonlinear Sci. Numer. Simul., 2025
Federated privacy-preserving collaborative filtering for on-device next app prediction.
User Model. User Adapt. Interact., September, 2024
Multiparticle Kalman filter for object localization in symmetric environments.
Expert Syst. Appl., March, 2024
EEvA: Fast Expert-Based Algorithms for Buffer Page Replacement.
CoRR, 2024
Fast UCB-type algorithms for stochastic bandits with heavy and super heavy symmetric noise.
CoRR, 2024
Extension of Dynamic Mode Decomposition for dynamic systems with incomplete information based on t-model of optimal prediction.
J. Comput. Phys., March, 2023
Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples.
IEEE Trans. Instrum. Meas., 2023
Memory-efficient particle filter recurrent neural network for object localization.
CoRR, 2023
Feature-Based Pipeline for Improving Unsupervised Anomaly Segmentation on Medical Images.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023
NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizers.
CoRR, 2022
Memory-Efficient Backpropagation through Large Linear Layers.
CoRR, 2022
Survey on Efficient Training of Large Neural Networks.
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Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Meta-Solver for Neural Ordinary Differential Equations.
CoRR, 2021
Black-box learning of multigrid parameters.
J. Comput. Appl. Math., 2020
Follow the bisector: a simple method for multi-objective optimization.
CoRR, 2020
Towards Understanding Normalization in Neural ODEs.
CoRR, 2020
Interpolated Adjoint Method for Neural ODEs.
CoRR, 2020
Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Practical shift choice in the shift-and-invert Krylov subspace evaluations of the matrix exponential.
CoRR, 2019
Preconditioning Kaczmarz method by sketching.
CoRR, 2019
Comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria.
Expert Syst. Appl., 2017
Fast, memory-efficient low-rank approximation of SimRank.
J. Complex Networks, 2017
Metric concentration search procedure using reduced matrix of pairwise distances.
Intell. Data Anal., 2015
Linear complexity SimRank computation based on the iterative diagonal estimation.
CoRR, 2015