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ECCV 2020 - Deep Declarative Networks (DDN) and Differentiable Optimization Layers - Q&A 2
ECCV2020 tutorial - Deep Declarative Networks (DDN) - Introduction
DDN Invited Talk: On differentiable optimization for control and vision (Brandon Amos)
Differentiable convex optimization layers (TF Dev Summit '20)
Differentiable Optimization as Lingua Franca for Scientific Machine Learning - Sandia MLDL Workshop
ECCV2020 tutorial - Deep Declarative Networks (DDN) - Applications
CPAIOR 2022 Master Class: Differentiable Optimization-based Modeling for Machine Learning
Lecture by Brandon Amos (CS 159 Spring 2020)
Meta Learning with Differentiable Convex Optimization
Calculus for Deep Learning | Backpropagation, Gradient Descent, and Autograd
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Last Updated: October 1, 2026
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Summary
Speaker: Akshay Agrawal, Stanford Speaker: Dr. Brandon Amos, FAIR Speaker: Dr. Dylan Campbell, ANU. Speaker: Prof. Stephen Gould, ANU. CPAIOR 2022 master class by Brandon Amos. Abstract: This talk tours the foundations and applications of In this video, I introduce the core calculus concepts used in deep learning. We cover derivatives, the chain rule, partial derivatives, ...
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