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Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time.

, , , , , , , and . CoRR, (2023)

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On the Error-Propagation of Inexact Deflation for Principal Component Analysis., , , and . CoRR, (2023)Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time., , , , , , , and . CoRR, (2023)On the Convergence of Shallow Neural Network Training with Randomly Masked Neurons., and . Trans. Mach. Learn. Res., (2022)Accelerated Convergence of Nesterov's Momentum for Deep Neural Networks under Partial Strong Convexity., and . CoRR, (2023)LOFT: Finding Lottery Tickets through Filter-wise Training., , , , and . CoRR, (2022)Strong Lottery Ticket Hypothesis with ε-perturbation., , and . CoRR, (2022)Strong Lottery Ticket Hypothesis with ε-perturbation., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 6879-6902. PMLR, (2023)LOFT: Finding Lottery Tickets through Filter-wise Training., , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 6498-6526. PMLR, (2023)Provable Accelerated Convergence of Nesterov's Momentum for Deep ReLU Neural Networks., and . ALT, volume 237 of Proceedings of Machine Learning Research, page 732-784. PMLR, (2024)On the Convergence of Shallow Neural Network Training with Randomly Masked Neurons., and . CoRR, (2021)