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Nikoli Dryden

5 papers · 2021–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10)

Venues

NeurIPS (2) ICLR (1) JMLR (1) WACV (1)

Top co-authors

Torsten Hoefler (4) Bryan A. Plummer (2) Kate Saenko (2) Tal Ben-Nun (2) Dan Alistarh (1) Lukas Gianinazzi (1) Langwen Huang (1) Julius Frost (1) Dina Bashkirova (1) Soren Nelson (1)

Research topics

Machine Learning (4) Deep Learning (3) Application Areas (3) Artificial Intelligence (2) Core AI (2) Core Methods (2) Techniques (2) Data Science & Analytics (1) Applications (1) Architectures (1) Learning Types (1) Methods (1) Optimization & Theory (1)

Keywords

neural architecture search (2) parameter sharing (2) model compression (2) weather prediction (1) weight sharing (1) spatial data (1) memory efficiency (1) mixture of expert (1) ensemble forecast (1) extreme event prediction (1) sparse network (1) numerical weather prediction (1) network compression (1) network training (1) neural parameter allocation (1) superweight network (1) parameter composition (1) neural network (1) parameter allocation (1) network sparsification (1)

Papers

Learning To Compose SuperWeights for Neural Parameter Allocation Search WACV 2024 ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts NeurIPS 2022 Neural Parameter Allocation Search ICLR 2022 Spatial Mixture-of-Experts NeurIPS 2022 Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks JMLR 2021