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Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent
Wenqing Hu, Chris Junchi Li, Xiangru Lian, Ji Liu, Huizhuo Yuan
Neural Information Processing Systems
The objective function is the composition of two expectations of stochastic functions, and ismore challenging tooptimize than vanilla stochastic optimization problems.
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Augmented Neural ODEs
Emilien Dupont, Arnaud Doucet, Yee Whye Teh
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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