{"total":24,"rows":[{"id":"2310.17157","title":"Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time","created":"2023-10-26","cited_by_count":252,"area":null},{"id":"2112.07628","title":"Training Multi-Layer Over-Parametrized Neural Network in Subquadratic Time","created":"2021-12-14","cited_by_count":62,"area":null},{"id":"2108.09420","title":"Fast Sketching of Polynomial Kernels of Polynomial Degree","created":"2021-08-21","cited_by_count":33,"area":null},{"id":"2309.07418","title":"A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time","created":"2023-09-14","cited_by_count":30,"area":null},{"id":"2210.08371","title":"Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability","created":"2022-10-15","cited_by_count":25,"area":null},{"id":"2210.03961","title":"Dynamic Tensor Product Regression","created":"2022-10-08","cited_by_count":17,"area":null},{"id":"2307.06565","title":"Efficient SGD Neural Network Training via Sublinear Activated Neuron Identification","created":"2023-07-13","cited_by_count":11,"area":null},{"id":"2305.17482","title":"Federated Empirical Risk Minimization via Second-Order Method","created":"2023-05-27","cited_by_count":9,"area":null},{"id":"2306.04169","title":"Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation","created":"2023-06-07","cited_by_count":9,"area":null},{"id":"2304.06594","title":"Solving Tensor Low Cycle Rank Approximation","created":"2023-04-13","cited_by_count":8,"area":null},{"id":"2202.05120","title":"Low-Rank Approximation with $1/\\epsilon^{1/3}$ Matrix-Vector Products","created":"2022-02-10","cited_by_count":7,"area":null},{"id":"2408.06395","title":"Fast John Ellipsoid Computation with Differential Privacy Optimization","created":"2024-08-12","cited_by_count":7,"area":null},{"id":"2107.07889","title":"Single Pass Entrywise-Transformed Low Rank Approximation","created":"2021-07-16","cited_by_count":2,"area":null},{"id":"2112.02446","title":"Fast Graph Neural Tangent Kernel via Kronecker Sketching","created":"2021-12-04","cited_by_count":2,"area":null},{"id":"2408.10332","title":"Spectral Guarantees for Adversarial Streaming PCA","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2406.02431","title":"Reweighted Solutions for Weighted Low Rank Approximation","created":"2024-06-04","cited_by_count":1,"area":null},{"id":"2502.17615","title":"Provable Model-Parallel Distributed Principal Component Analysis with Parallel Deflation","created":"2025-02-24","cited_by_count":1,"area":null},{"id":"2504.14701","title":"Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods","created":"2025-04-20","cited_by_count":1,"area":null},{"id":"2209.00372","title":"Sample Efficient Learning of Factored Embeddings of Tensor Fields","created":"2022-09-01","cited_by_count":0,"area":null},{"id":"2307.05117","title":"$\\ell_p$-Regression in the Arbitrary Partition Model of Communication","created":"2023-07-11","cited_by_count":0,"area":null},{"id":"2309.01030","title":"Online Adaptive Mahalanobis Distance Estimation","created":"2023-09-02","cited_by_count":0,"area":null},{"id":"2310.19068","title":"Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming","created":"2023-10-29","cited_by_count":0,"area":null},{"id":"2311.11429","title":"Fast Heavy Inner Product Identification Between Weights and Inputs in Neural Network Training","created":"2023-11-19","cited_by_count":0,"area":null},{"id":"2509.23587","title":"Sketching Low-Rank Plus Diagonal Matrices","created":"2025-09-28","cited_by_count":0,"area":null}],"next_cursor":null}