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Papers
LevAttention: Time, Space and Streaming Efficient Algorithm for Heavy Attentions
ICLR 2025
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression
AAAI 2024
Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms
JMLR 2022
LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data
JMLR 2022
Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra
ICML 2022