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Nikoli Dryden

Learning to Compose SuperWeights for Neural Parameter Allocation Search

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Dec 03, 2023
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Cached Operator Reordering: A Unified View for Fast GNN Training

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Aug 23, 2023
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STen: Productive and Efficient Sparsity in PyTorch

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Apr 15, 2023
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Spatial Mixture-of-Experts

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Nov 24, 2022
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Neural Graph Databases

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Sep 20, 2022
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ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast

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Jun 29, 2022
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A Data-Centric Optimization Framework for Machine Learning

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Oct 20, 2021
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Learning Combinatorial Node Labeling Algorithms

Jun 15, 2021
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Motif Prediction with Graph Neural Networks

Jun 05, 2021
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Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks

Jan 31, 2021
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