Deep Neural Networks and Adaptive Quadrature for Solving Variational Problems

von Fokina, Daria
Veröffentlicht in LSSC (13. : 2021 : Sozopol) Large-scale scientific computing (2022)

FUNCTIONAL SPACE ANALYSIS OF LOCAL GAN CONVERGENCE

von KHRULKOV, VALENTIN
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 7 of 16 (2022)

TENSOR-TRAIN DENSITY ESTIMATION

von Novikov, Georgii S.
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 2 of 3 (2022)

Smoothed Embeddings for Certified Few-Shot Learning

von Pautov, Mikhail
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 32 of 50 (2023)

INTERPOLATION TECHNIQUE TO SPEED UP GRADIENTS PROPAGATION IN NEURAL ODES

von Daulbaev, Talgat
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 20 of 27 (2021)

FREDE: Anytime Graph Embeddings

von Tsitsulin, Anton
Veröffentlicht in VLDB (47. : 2021 : Kopenhagen; Online) 47th International Conference on Very Large Data Bases 2021 ; Part 2 of 4 (2021)

Low-rank tensor decompositions

von Cichocki, Andrzej
Veröffentlicht 2017

Sensitivity Analysis of Soil Parameters in Crop Model Supported with High-Througput Computing

von Gasanov, Mikhail
Veröffentlicht in Computational science - ICCS 2020 ; Part VII (2020)

Tensor networks for dimensionality reduction and large-scale optimization

TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning

von Sozykin, Konstantin
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 34 of 50 (2023)

A New Multi-objective Approach to Optimize Irrigation Using a Crop Simulation Model and Weather History

von Gasanov, Mikhail
Veröffentlicht in ICCS (21. : 2021 : Online) Computational science - ICCS 2021 ; Part 4 (2021)

Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network

von Phan, Anh-Huy
Veröffentlicht in ECCV (16. : 2020 : Online) Computer vision - ECCV 2020 ; Part 29 (2020)