Search Results - "Meinert, Nis"

Walking Your Frog Fast in 4 LoC by Meinert, Nis

“…Given two polygonal curves, there are many ways to define a notion of similarity between them. One popular measure is the Fr\'echet distance which has many…”
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Multivariate Deep Evidential Regression by Meinert, Nis, Lavin, Alexander

“…There is significant need for principled uncertainty reasoning in machine learning systems as they are increasingly deployed in safety-critical domains. A new…”
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The Unreasonable Effectiveness of Deep Evidential Regression by Meinert, Nis, Gawlikowski, Jakob, Lavin, Alexander

“…AAAI, vol. 37, no. 8, pp. 9134-9142, Jun. 2023 There is a significant need for principled uncertainty reasoning in machine learning systems as they are…”
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Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods? by Jürgens, Mira, Meinert, Nis, Bengs, Viktor, Hüllermeier, Eyke, Waegeman, Willem

“…Proceedings of the 41st International Conference on Machine Learning (ICML), 2024, pp. 22624--22642 Trustworthy ML systems should not only return accurate…”
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Pyrocast: a Machine Learning Pipeline to Forecast Pyrocumulonimbus (PyroCb) Clouds by Tazi, Kenza, Salas-Porras, Emiliano Díaz, Braude, Ashwin, Okoh, Daniel, Lamb, Kara D, Watson-Parris, Duncan, Harder, Paula, Meinert, Nis

“…Pyrocumulonimbus (pyroCb) clouds are storm clouds generated by extreme wildfires. PyroCbs are associated with unpredictable, and therefore dangerous, wildfire…”
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Identifying the Causes of Pyrocumulonimbus (PyroCb) by Salas-Porras, Emiliano Díaz, Tazi, Kenza, Braude, Ashwin, Okoh, Daniel, Lamb, Kara D, Watson-Parris, Duncan, Harder, Paula, Meinert, Nis

“…A first causal discovery analysis from observational data of pyroCb (storm clouds generated from extreme wildfires) is presented. Invariant Causal Prediction…”
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Digital Twin Earth -- Coasts: Developing a fast and physics-informed surrogate model for coastal floods via neural operators by Jiang, Peishi, Meinert, Nis, Jordão, Helga, Weisser, Constantin, Holgate, Simon, Lavin, Alexander, Lütjens, Björn, Newman, Dava, Wainwright, Haruko, Walker, Catherine, Barnard, Patrick

“…Developing fast and accurate surrogates for physics-based coastal and ocean models is an urgent need due to the coastal flood risk under accelerating sea level…”
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