Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification · HackerPapers discussions

Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification — mentioned by vrm

Thu, 07 Oct 2021 03:34:41 GMT

will repost my comment from the other one: Papers I would recommend from our collaboration on control of normalized plasma pressure: https://papers.nips.cc/paper/2019/hash/7876acb66640bad41f1e1... plasma profile transport modeling: https://iopscience.iop.org/article/10.1088/1741-4326/abe08d/... hybrid dynamical modeling of gross plasma quantities: https://arxiv.org/abs/2006.12682 uncertainty quantification for plasma dynamics: https://arxiv.org/abs/2011.09588 It's still early days for this work and for us but we're looking at pushing reinforcement learning in methods and engineering to solve…

Paper and discussion history. A mention is not an endorsement.

Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification — mentioned by vrm

Thu, 07 Oct 2021 03:33:34 GMT

I need to redo my website, just getting into the more public part of my PhD. Papers I would recommend from our collaboration on control of normalized plasma pressure: https://papers.nips.cc/paper/2019/hash/7876acb66640bad41f1e1... plasma profile transport modeling: https://iopscience.iop.org/article/10.1088/1741-4326/abe08d/... hybrid dynamical modeling of gross plasma quantities: https://arxiv.org/abs/2006.12682 uncertainty quantification for plasma dynamics: https://arxiv.org/abs/2011.09588 It's still early days for this work and for us but we're looking at pushing reinforcement learning in…

Paper and discussion history. A mention is not an endorsement.