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Title | Recent Posts – Avital |
Description | Avital Oliver ☰ Home About Recent Posts Correcting a proof in the InfoGAN paper May 29, 2018 The InfoGAN paper has the following lemma: Lemma 5.1. For ran |
Keywords | Jekyll, theme, responsive, blog |
WebSite | aoliver.org |
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US$354,061
Last updated: 2023-05-14 17:15:00
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aoliver.org. | MX | 14400 | MX Record: 0 mx2.dreamhost.com. |
Avital Oliver ☰ Home About Recent Posts Correcting a proof in the InfoGAN paper May 29, 2018 The InfoGAN paper has the following lemma: Lemma 5.1. For random variables and function under suitable regularity conditions: . The statement is correct, but the proof in the paper is confused – here’s a step where mysteriously becomes : Read more ⟶ Why Mean Squared Error and L2 regularization? A probabilistic justification. March 20, 2017 When you solve a regression problem with gradient descent, you’re minimizing some differentiable loss function. The most commonly used loss function is mean squared error (aka MSE, loss). Why? Here is a simple probabilistic justification, which can also be used to explain loss, as well as and regularization. Read more ⟶ Recent Posts Correcting a proof in the I... May 29, 2018 Why Mean Squared Error and ... Mar 20, 2017 Contact Me @avitaloliver © 2018 Avital Oliver. Powered by Jekyll using a modified version of the Balzac theme. |
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