Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 |
Improving LSH via Tensorized Random ProjectionActa Informatica (AI), 2024 |
Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor
DecompositionsInformation Technology Convergence and Services (ITCS), 2022 |
Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured
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Lower Memory Oblivious (Tensor) Subspace Embeddings with Fewer Random
Bits: Modewise Methods for Least SquaresSIAM Journal on Matrix Analysis and Applications (SIMAX), 2019 |