COMMUNICATION-EFFICIENT FEDERATED LEARNING METHOD VIA REDUNDANT DATA ELIMINATION



$ezswap$ : Enhanced Compressed Swap Scheme for Mobile Devices

The limited memory capacity of mobile devices leads to the popular use of compressed swap schemes, which reduce the I/O operations involving the swapping in and out of infrequently accessed pages.However, most of the current compressed swap schemes indiscriminately compress and store all swap-out pages.Considering that both energy and computing pow

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Quantum Correlations in Mixed-State Metrology

We analyze the effects of quantum correlations, such as entanglement and discord, on the efficiency of phase estimation by studying four quantum circuits that can be readily implemented using NMR techniques.These circuits define a standard strategy of repeated single-qubit measurements, a classical strategy where only classical correlations are all

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Natural Syntax, Artificial Intelligence and Language Acquisition

In recent work, various scholars In Stock have suggested that large language models can be construed as input-driven theories of language acquisition.In this paper, we propose a way to test this idea.As we will document, there is good reason to think that processing pressures override input at an early point in linguistic development, creating a te

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