Win: Weight-decay-integrated nesterov acceleration for adaptive gradient algorithms
Training deep networks on large-scale datasets is computationally challenging. In this work, we explore the problem of “how to accelerate adaptive gradient algorithms in a general manner”, and aim to provide practical efficiency-boosting insights. To this end, we propose an effective and general Wei...
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Main Authors: | , , |
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2023
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Online Access: | https://ink.library.smu.edu.sg/sis_research/9056 https://ink.library.smu.edu.sg/context/sis_research/article/10059/viewcontent/653_win_weight_decay_integrated_ICLR.pdf |
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Institution: | Singapore Management University |
Language: | English |