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Neural ODE solver just announced as a Best Paper at NeurIPS 2018 conference. What's interesting is that not only do preliminary results yield significantly less
by ArtWomb 8y ago
Neural ODE solver just announced as a Best Paper at NeurIPS 2018 conference. What's interesting is that not only do preliminary results yield significantly less error in prediction vs RNNs. Differentiable models allow for extrapolations well beyond range of observable test data set.
Neural Ordinary Differential Equations
https://arxiv.org/pdf/1806.07366.pdf https://arxiv.org/pdf/1806.07366.pdf
- ChrisRackauckas 8y agoI am working on very different approaches with very different applications, but yes the neural ODE (not a solver BTW) is a good example of this kind of application and the effectiveness of the approach. It's a fantastic paper if anyone hasn't read it.