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7 Results
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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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Poster
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Tue 14:00 |
PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization Sanae Lotfi · Marc Finzi · Sanyam Kapoor · Andres Potapczynski · Micah Goldblum · Andrew Wilson |
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Poster
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Tue 9:00 |
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training Geng Yuan · Yanyu Li · Sheng Li · Zhenglun Kong · Sergey Tulyakov · Xulong Tang · Yanzhi Wang · Jian Ren |
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Tutorial
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Mon 14:00 |
Data Compression with Machine Learning Karen Ullrich · Yibo Yang · Stephan Mandt |
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Workshop
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FedSynth: Gradient Compression via Synthetic Data in Federated Learning Shengyuan Hu · Jack Goetz · Kshitiz Malik · Hongyuan Zhan · Zhe Liu · Yue Liu |
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Poster
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Thu 14:00 |
Few-Shot Non-Parametric Learning with Deep Latent Variable Model Zhiying Jiang · Yiqin Dai · Ji Xin · Ming Li · Jimmy Lin |
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Workshop
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Physics-Driven Convolutional Autoencoder Approach for CFD Data Compressions Alberto Olmo · Ahmed Zamzam · Andrew Glaws · Ryan King |