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06/13/2023
Accelerated Convergence of Nesterov's Momentum for Deep Neural Networks under Partial Strong Convexity
Current state-of-the-art analyses on the convergence of gradient descent...
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05/26/2023
Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time
Large language models(LLMs) have sparked a new wave of exciting AI appli...
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10/29/2022
Strong Lottery Ticket Hypothesis with ε–perturbation
The strong Lottery Ticket Hypothesis (LTH) claims the existence of a sub...
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10/28/2022
LOFT: Finding Lottery Tickets through Filter-wise Training
Recent work on the Lottery Ticket Hypothesis (LTH) shows that there exis...
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12/05/2021