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43 Results
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Workshop
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EU Climate Change News Index: Forecasting EU ETS prices with online news Áron Pap · Aron Hartvig · Péter Pálos |
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ADVANCING ENTERPRISE SPATIO-TEMPORAL FORECASTING APPLICATIONS : DATA MINING MEETS INSTRUCTION TUNING OF LANGUAGE MODELS FOR MULTI-MODAL TIME SERIES ANALYSIS IN LOW-RESOURCE SETTINGS Sagar Srinivas Sakhinana · Sannidhi Geethan · Chidaksh Ravuru · Venkataramana Runkana |
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Calibrating Bayesian UNet++ for Sub-seasonal Forecasting Büşra Asan · Abdullah Akgül · Alper Unal · Melih Kandemir · Gozde Unal |
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TimeFlow: An Implicit Neural Representation Approach for Continuous Time Series Modeling Etienne Le Naour · Louis Serrano · Léon Migus · Yuan Yin · Ghislain Agoua · Nicolas Baskiotis · patrick Gallinari · Vincent Guigue |
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Hybrid Transformer and Holt-Winter's Method for Time Series Forecasting Nhi Truong · Duc Nguyen · Jeffrey Gropp · Sang Truong |
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Neural ODE-based disease forecasting from retinal imaging with temporal consistency Arunava Chakravarty · Taha Emre · Dmitrii Lachinov · Antoine Rivail · Ursula Schmidt-Erfurth · Hrvoje Bogunović |
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WindDragon: enhancing wind power forecasting with automated deep learning Julie Keisler · Etienne Le Naour |
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DiffObs: Generative Diffusion for Global Forecasting of Satellite Observations Jason Stock · Jaideep Pathak · Yair Cohen · Mike Pritchard · Piyush Garg · Dale Durran · Morteza Mardani · Noah Brenowitz |
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Probabilistic electricity price forecasting through conformalized deep ensembles Alessandro Brusaferri · Andrea Ballarino · Luigi Grossi · Fabrizio Laurini |
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Scaling Transformers for Skillful and Reliable Medium-range Weather Forecasting Tung Nguyen · Rohan Shah · Hritik Bansal · Troy Arcomano · Sandeep Madireddy · Romit Maulik · Veerabhadra Kotamarthi · Ian Foster · Aditya Grover |
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Workshop
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Scaling Transformers for Skillful and Reliable Medium-range Weather Forecasting Tung Nguyen · Rohan Shah · Hritik Bansal · Troy Arcomano · Sandeep Madireddy · Romit Maulik · Veerabhadra Kotamarthi · Ian Foster · Aditya Grover |
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SkyImageNet: Towards a large-scale sky image dataset for solar power forecasting Yuhao Nie · Quentin PALETTA · Sherrie Wang |