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Recent Advances and Challenges in NonConvex Optimization

tensorlab.cms.caltech.edu

Author: openj-gate.com ~ Tags: tensorlab.cms.caltech.edu ~ Date: 2022/01/06

Nonconvex Optimization Unique optimum: global/local Multiple local optima Guaranteed approaches for nonconvex problems? - Information from tensorlab.cms.caltech.edu

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Read more from tensorlab.cms.caltech.edu information was found here: http://tensorlab.cms.caltech.edu/users/anima/slides/nips2015-nonconvex.pdf check now

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UMVU Intro to Estimation and CramerRao Bound

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Existence of Unbiased Estimator A Counter Example: Let X be distributed according to the binomial distribution B(θn) and g(θ) - Information from tensorlab.cms.caltech.edu

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Methods for Distribution Shift

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Author: openj-gate.com ~ Tags: tensorlab.cms.caltech.edu ~ Date: 2022/01/06

Distribution Shift vs IID Assumption IID Distribution Shift Briefly recap standard ERM Importance Weighting (Covariate shift label shift)  - Information from tensorlab.cms.caltech.edu

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Implicit Competitive Regularization in GANs Animashree

tensorlab.cms.caltech.edu

Author: openj-gate.com ~ Tags: tensorlab.cms.caltech.edu ~ Date: 2022/01/06

Tensorflow inception score Generated image CGD prefers updates that are robust to the other players actions When training the discriminator using - Information from tensorlab.cms.caltech.edu

Information accuracy 100%
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