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Optimization of Functions Given in the Tensor Train Format.

, , , и . CoRR, (2022)

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Andrei Negoescu

Andrei Lehmann

Andrei Belitski

Andrei Vescan

Andrei Komnick

 

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Tensor Extrema Estimation Via Sampling: A New Approach for Determining Minimum/Maximum Elements., , , и . Comput. Sci. Eng., 25 (5): 14-25 (сентября 2023)Black Box Approximation in the Tensor Train Format Initialized by ANOVA Decomposition., , и . SIAM J. Sci. Comput., 45 (4): 2101- (августа 2023)Understanding DDPM Latent Codes Through Optimal Transport., , , и . ICLR, OpenReview.net, (2023)PROTES: Probabilistic Optimization with Tensor Sampling., , , и . CoRR, (2023)Fast gradient-free activation maximization for neurons in spiking neural networks., , , , и . CoRR, (2024)Solution of the Fokker-Planck equation by cross approximation method in the tensor train format., и . CoRR, (2021)Tensor Train Decomposition for Adversarial Attacks on Computer Vision Models., и . CoRR, (2023)Black box approximation in the tensor train format initialized by ANOVA decomposition., , и . CoRR, (2022)TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning., , , , , и . NeurIPS, (2022)Black-Box Approximation and Optimization with Hierarchical Tucker Decomposition., , , и . CoRR, (2024)