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Differentiable Convex Optimization Layers


Oct 28 2019 Akshay Agrawal

CVXPY is now differentiable. Try our PyTorch and TensorFlow layers using our package, cvxpylayers: (& see our NeurIPS paper for details
3 replies, 615 likes

Oct 28 2019 Brandon Amos

Stoked to share a milestone project for all of us! #NeurIPS2019 paper with @akshaykagrawal, @ShaneBarratt, S. Boyd, S. Diamond, @zicokolter: Differentiable Convex Optimization Layers Paper: Blog Post: Repo:
5 replies, 312 likes

Dec 07 2019 Brandon Amos ✈️ #NeurIPS2019

I'm at #NeurIPS2019! Get in touch if you want to talk about... derivatives. And check out our paper and poster on Weds evening: (I'm also open to talking about things that are not derivatives)
1 replies, 92 likes

Oct 28 2019 Jonathan Larkin

This seems like a big deal. One could embed a portfolio optimization as a layer inside a larger PyTorch nn model. Need to think about this...
1 replies, 24 likes

Oct 28 2019 Krishna Murthy

This is really cool work!
0 replies, 6 likes