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Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression
by
Blakeney, Cody
,
Li, Xiaomin
,
Yan, Yan
,
Zong, Ziliang
Published in
IEEE transactions on parallel and distributed systems
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Improving the energy efficiency of relational and NoSQL databases via query optimizations
by
Mahajan, Divya
,
Blakeney, Cody
,
Zong, Ziliang
Published in
Sustainable computing informatics and systems
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Is Pruning Compression?: Investigating Pruning Via Network Layer Similarity
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Blakeney, Cody
,
Yan, Yan
,
Zong, Ziliang
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Conference Proceeding
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Does your data spark joy? Performance gains from domain upsampling at the end of training
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Blakeney, Cody
,
Mansheej, Paul
,
Larsen, Brett W
,
Owen, Sean
,
Frankle, Jonathan
Published in
arXiv.org
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Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models
by
Ankner, Zachary
,
Blakeney, Cody
,
Sreenivasan, Kartik
,
Marion, Max
,
Leavitt, Matthew L
,
Mansheej, Paul
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arXiv.org
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Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge Distillation
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Blakeney, Cody
,
Huish, Nathaniel
,
Yan, Yan
,
Zong, Ziliang
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arXiv.org
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LoRA Learns Less and Forgets Less
by
Biderman, Dan
,
Portes, Jacob
,
Gonzalez Ortiz, Jose Javier
,
Mansheej, Paul
,
Greengard, Philip
,
Jennings, Connor
,
King, Daniel
,
Havens, Sam
,
Chiley, Vitaliy
,
Frankle, Jonathan
,
Blakeney, Cody
,
Cunningham, John P
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arXiv.org
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Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation
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Blakeney, Cody
,
de, Jessica Zosa
,
Frankle, Jonathan
,
Zong, Ziliang
,
Leavitt, Matthew L
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arXiv.org
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Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression
by
Blakeney, Cody
,
Li, Xiaomin
,
Yan, Yan
,
Zong, Ziliang
Published in
arXiv.org
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Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks
by
Blakeney, Cody
,
Atkinson, Gentry
,
Huish, Nathaniel
,
Yan, Yan
,
Metris, Vangelis
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Zong, Ziliang
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arXiv.org
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