sparse matrix

MoST: Efficient Monarch Sparse Tuning for 3D Representation Learning CVPR 2025 SMT: Fine-Tuning Large Language Models with Sparse Matrices ICLR 2025 Structured pruning for efficient systolic array accelerated cascade Speech-to-Text Translation Interspeech 2025 Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision ICML 2025 Fast Updating Truncated SVD for Representation Learning with Sparse Matrices ICLR 2024 Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy NeurIPS 2024 SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform NeurIPS 2024 A Deep Conjugate Direction Method for Iteratively Solving Linear Systems ICML 2023 Distributed Bundle Adjustment with Block-Based Sparse Matrix Compression for Super Large Scale Datasets ICCV 2023 On the Expressive Flexibility of Self-Attention Matrices AAAI 2023 Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach JMLR 2023 The Fast Johnson-Lindenstrauss Transform Is Even Faster ICML 2023 Fast, Accurate and Memory-Efficient Partial Permutation Synchronization CVPR 2022 Graph Partitioning and Sparse Matrix Ordering using Reinforcement Learning and Graph Neural Networks JMLR 2022 Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better Than Dot-Product Self-Attention CVPR 2022 Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021 Deformable Butterfly: A Highly Structured and Sparse Linear Transform NeurIPS 2021 Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices AAAI 2021 Robust principal component analysis for generalized multi-view models UAI 2021 Learning Factorized Weight Matrix for Joint Filtering ICML 2020 Optimal Approximation of Doubly Stochastic Matrices AISTATS 2020 Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base ICLR 2020 Schatten Norms in Matrix Streams: Hello Sparsity, Goodbye Dimension ICML 2020 Scikit-network: Graph Analysis in Python JMLR 2020 Accelerated Alternating Projections for Robust Principal Component Analysis JMLR 2019