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Eric Jang: September 2016
http://blog.evjang.com/2016_09_01_archive.html
Technology, A.I., Careers. Tuesday, September 6, 2016. Riemann Summation and Physics Simulation are Statistically Biased. Riemann summation is the simplest method for numerically approximating integrals. in which you chop up the domain into equally sized segments and add a bunch of rectangles together. Int f(x) dx sim sum i k f(x) Delta x$. This technique also comes up in Euler integration for simulating physics:. Delta x and = int dot{x}(t) dt. Sim dot{x}(t) Delta t. The good news is that $V i = 0$, and...
Eric Jang: June 2016
http://blog.evjang.com/2016_06_01_archive.html
Technology, A.I., Careers. Saturday, June 25, 2016. Adversarial Exploration Policies for Robust Model Learning. This post was first published on 05/14/16, and has since been migrated to Blogger. Brown University requires S.c.B students to take a capstone. Course that "studies a current topic in depth to produce a culminating artifact such as a paper of software project". Robustness of $ hat{f} tau$ is crucial. If the robot (such as an autonomous vehicle) spends most of its exploration time in a small...
Eric Jang: Riemann Summation and Physics Simulation are Statistically Biased
http://blog.evjang.com/2016/09/riemann-bias.html
Technology, A.I., Careers. Tuesday, September 6, 2016. Riemann Summation and Physics Simulation are Statistically Biased. Riemann summation is the simplest method for numerically approximating integrals. in which you chop up the domain into equally sized segments and add a bunch of rectangles together. Int f(x) dx sim sum i k f(x) Delta x$. This technique also comes up in Euler integration for simulating physics:. Delta x and = int dot{x}(t) dt. Sim dot{x}(t) Delta t. The good news is that $V i = 0$, and...
Eric Jang: November 2016
http://blog.evjang.com/2016_11_01_archive.html
Technology, A.I., Careers. Tuesday, November 8, 2016. Tutorial: Categorical Variational Autoencoders using Gumbel-Softmax. Not supported by viewer]. Not supported by viewer]. Not supported by viewer]. Not supported by viewer]. In this post, I discuss our recent paper, Categorical Reparameterization with Gumbel-Softmax. If you want categorical features in your neural nets, just let. Sample = softmax( logits gumbel noise)/temperature). You can find the code for this article here. The workhorse of Deep Lear...
Eric Jang: A Beginner's Guide to Variational Methods: Mean-Field Approximation
http://blog.evjang.com/2016/08/variational-bayes.html
Technology, A.I., Careers. Sunday, August 7, 2016. A Beginner's Guide to Variational Methods: Mean-Field Approximation. Variational Bayeisan (VB) Methods are a family of techniques that are very popular in statistical Machine Learning. VB methods allow us to re-write statistical inference. Problems (i.e. infer the value of a random variable given the value of another random variable) as optimization. Problems (i.e. find the parameter values that minimize some objective function). If you forgot some stuff...
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Q of the Week. The Evite Blog's New Home: Evite Gatherings! October 07, 2013. The Evite blog has moved! Check out the blogs new home. In our new Evite Gatherings. Evite Gatherings is full of entertaining ideas and tips for all occasions. For starters, check out our terrific Halloween party pointers, including this DIY pumpkin-carving party. Sneak a peek at our spooky cocktail how-tos. Halloween: DIY Bat and Ghost Garlands. Party Trends: Golden Birthday. Evite Eats: Cherry Cream Cheesecake. PS Its not jus...
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Eric Jang
Technology, A.I., Careers. Monday, January 2, 2017. Summary of NIPS 2016. The 30th annual Neural Information Processing Systems (NIPS) conference took place in Barcelona in early December. In this post, I share my thoughts on the conference. Let me know your thoughts in the comments section! State of AI Research and trends in 2016. Talks and papers that I liked. State of Artificial Intelligence Research: 2016 Trends. There was a 50% percent increase in NIPS registrations from last year:. The research top...
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Evli Chat Güncel Haberler Moda – Magazin – Kadın – Erkek Blog Sitesi. Haberler and Magazin and Spor. Suriye Elektronik Ordusu Obama’nın tweet’lerini hack’ledi. Suriye Devlet Başkanı Beşar Esad’ı destekleyen hacker grubu Suriye Elektronik Ordusu bu kez de ABD Başkanı Barack Obama’nın tweet’lerini hack’ledi. Başkan’ın göç yasası reformlarıyla ilgili tweet’lerinde yer alan bir link […]. Bu kez de Xbox’ın Twitter hesabı hack’lendi. Microsoft ondan yakasını kurtaramıyor. Marmara Üniversitesi’nde sağ ve ...
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