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Nikoli Dryden

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Learning to Compose SuperWeights for Neural Parameter Allocation Search

Dec 03, 2023
Piotr Teterwak, Soren Nelson, Nikoli Dryden, Dina Bashkirova, Kate Saenko, Bryan A. Plummer

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Cached Operator Reordering: A Unified View for Fast GNN Training

Aug 23, 2023
Julia Bazinska, Andrei Ivanov, Tal Ben-Nun, Nikoli Dryden, Maciej Besta, Siyuan Shen, Torsten Hoefler

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STen: Productive and Efficient Sparsity in PyTorch

Apr 15, 2023
Andrei Ivanov, Nikoli Dryden, Tal Ben-Nun, Saleh Ashkboos, Torsten Hoefler

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Spatial Mixture-of-Experts

Nov 24, 2022
Nikoli Dryden, Torsten Hoefler

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Neural Graph Databases

Sep 20, 2022
Maciej Besta, Patrick Iff, Florian Scheidl, Kazuki Osawa, Nikoli Dryden, Michal Podstawski, Tiancheng Chen, Torsten Hoefler

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ENS-10: A Dataset For Post-Processing Ensemble Weather Forecast

Jun 29, 2022
Saleh Ashkboos, Langwen Huang, Nikoli Dryden, Tal Ben-Nun, Peter Dueben, Lukas Gianinazzi, Luca Kummer, Torsten Hoefler

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A Data-Centric Optimization Framework for Machine Learning

Oct 20, 2021
Oliver Rausch, Tal Ben-Nun, Nikoli Dryden, Andrei Ivanov, Shigang Li, Torsten Hoefler

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Learning Combinatorial Node Labeling Algorithms

Jun 15, 2021
Lukas Gianinazzi, Maximilian Fries, Nikoli Dryden, Tal Ben-Nun, Maciej Besta, Torsten Hoefler

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Motif Prediction with Graph Neural Networks

Jun 05, 2021
Maciej Besta, Raphael Grob, Cesare Miglioli, Nicola Bernold, Grzegorz Kwasniewski, Gabriel Gjini, Raghavendra Kanakagiri, Saleh Ashkboos, Lukas Gianinazzi, Nikoli Dryden, Torsten Hoefler

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