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Tomas Landelius

2 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Joel Oskarsson (2) Fredrik Lindsten (2) Marc Peter Deisenroth (1) Martin Andrae (1)

Research topics

Deep Learning (2) Machine Learning (2) Models (2) Optimization & Theory (2) Architectures (1) Bayesian & Probabilistic (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

ensemble forecast (2) weather forecasting (2) latent variable model (1) diffusion model (1) latent variable (1) probabilistic forecasting (1) spatial coherence (1) temporal resolution (1) hierarchical graph (1) probabilistic forecast (1) graph neural network (1) ensemble forecasting (1) uncertainty quantification (1) autoregressive rollout (1) weather prediction (1)

Papers

Continuous Ensemble Weather Forecasting with Diffusion models ICLR 2025 Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks NeurIPS 2024