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6 Results
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Workshop
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The curse of (non)convexity: The case of an Optimization-Inspired Data Pruning algorithm Fadhel Ayed · Soufiane Hayou |
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Poster
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Wed 9:00 |
Beyond neural scaling laws: beating power law scaling via data pruning Ben Sorscher · Robert Geirhos · Shashank Shekhar · Surya Ganguli · Ari Morcos |
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Workshop
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Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning Chunhui Zhang · Chao Huang · Yijun Tian · Qianlong Wen · Zhongyu Ouyang · Youhuan Li · Yanfang Ye · Chuxu Zhang |
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Poster
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Thu 9:00 |
Data-Efficient Structured Pruning via Submodular Optimization Marwa El Halabi · Suraj Srinivas · Simon Lacoste-Julien |
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Workshop
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BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning Mohsen Fayyaz · Ehsan Aghazadeh · Seyed MohammadAli Modarressi · Mohammad Taher Pilehvar · Yadollah Yaghoobzadeh · Samira Ebrahimi Kahou |
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Poster
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Thu 9:00 |
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks Mansheej Paul · Brett Larsen · Surya Ganguli · Jonathan Frankle · Gintare Karolina Dziugaite |