diff options
Diffstat (limited to 'site-from-md/blog.html')
| -rw-r--r-- | site-from-md/blog.html | 62 |
1 files changed, 0 insertions, 62 deletions
diff --git a/site-from-md/blog.html b/site-from-md/blog.html deleted file mode 100644 index e8ab9a1..0000000 --- a/site-from-md/blog.html +++ /dev/null @@ -1,62 +0,0 @@ -<!doctype html> -<html lang="en"> - <head> - <meta charset="utf-8"> - <title>Yuchen's Blog</title> - <link rel="stylesheet" href="../assets/css/default.css" /> - <script src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML" type="text/javascript"></script> - <script src="../assets/js/analytics.js" type="text/javascript"></script> - </head> - <body> - <header> - <span class="logo"> - <a href="blog.html">Yuchen's Blog</a> - </span> - <nav> - <a href="postlist.html">All posts</a><a href="index.html">About</a><a href="blog-feed.xml">Feed</a> - </nav> - </header> - - <div class="main"> - <div class="bodyitem"> - <a href="posts/2019-03-14-great-but-manageable-expectations.html"><h2> Great but Manageable Expectations </h2></a> - <p>Posted on 2019-03-14</p> - <p>This is Part 2 of a two-part blog post on differential privacy. Continuing from <a href="/posts/2019-03-13-a-tail-of-two-densities.html">Part 1</a>, I discuss the Rényi differential privacy, corresponding to the Rényi divergence, a study of the moment generating functions the divergence between probability measures to derive the tail bounds.</p> - - <a href="posts/2019-03-14-great-but-manageable-expectations.html">Continue reading</a> -</div> -<div class="bodyitem"> - <a href="posts/2019-03-13-a-tail-of-two-densities.html"><h2> A Tail of Two Densities </h2></a> - <p>Posted on 2019-03-13</p> - <p>This is Part 1 of a two-part post where I give an introduction to differential privacy, which is a study of tail bounds of the divergence between probability measures, with the end goal of applying it to stochastic gradient descent.</p> - - <a href="posts/2019-03-13-a-tail-of-two-densities.html">Continue reading</a> -</div> -<div class="bodyitem"> - <a href="posts/2019-02-14-raise-your-elbo.html"><h2> Raise your ELBO </h2></a> - <p>Posted on 2019-02-14</p> - <p>In this post I give an introduction to variational inference, which is about maximising the evidence lower bound (ELBO).</p> - - <a href="posts/2019-02-14-raise-your-elbo.html">Continue reading</a> -</div> -<div class="bodyitem"> - <a href="posts/2019-01-03-discriminant-analysis.html"><h2> Discriminant analysis </h2></a> - <p>Posted on 2019-01-03</p> - <p>In this post I talk about the theory and implementation of linear and quadratic discriminant analysis, classical methods in statistical learning.</p> - - <a href="posts/2019-01-03-discriminant-analysis.html">Continue reading</a> -</div> -<div class="bodyitem"> - <a href="posts/2018-12-02-lime-shapley.html"><h2> Shapley, LIME and SHAP </h2></a> - <p>Posted on 2018-12-02</p> - <p>In this post I explain LIME (Ribeiro et. al. 2016), the Shapley values (Shapley, 1953) and the SHAP values (Strumbelj-Kononenko, 2014; Lundberg-Lee, 2017).</p> - - <a href="posts/2018-12-02-lime-shapley.html">Continue reading</a> -</div> - - <div class="bodyitem"> - <p><a href="postlist.html">older posts</a></p> - </div> - </div> - </body> -</html> |