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Maxim Rakhuba

Knowledge Graph Completion with Mixed Geometry Tensor Factorization

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Apr 03, 2025
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Tight and Efficient Upper Bound on Spectral Norm of Convolutional Layers

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Sep 18, 2024
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Group and Shuffle: Efficient Structured Orthogonal Parametrization

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Jun 14, 2024
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Dimension-free Structured Covariance Estimation

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Feb 15, 2024
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Towards Practical Control of Singular Values of Convolutional Layers

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Nov 24, 2022
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Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation

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May 29, 2021
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Automatic differentiation for Riemannian optimization on low-rank matrix and tensor-train manifolds

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Mar 27, 2021
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Spectral Tensor Train Parameterization of Deep Learning Layers

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Mar 07, 2021
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T-Basis: a Compact Representation for Neural Networks

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Jul 13, 2020
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