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Cross entropy
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11	On the “Naturalness” of Buggy Code ⇤ ⇤ Baishakhi Ray§ Add to Reading List Source URL: rayb.info Language: English - Date: 2016-08-08 22:22:30 Software bug Entropy Cross entropy Bug Debugging Apache Wicket
12	Which cliques? • In general, an undirected model can place potentials on any subset of the cliques of the graph. Lecture 11: Iterative Proportional Fitting Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2009-10-06 18:57:16 Statistical theory Estimation theory XC KullbackLeibler divergence Cross entropy Clique Maximum likelihood estimation
13	CS 224d: Assignment #2 Sunday 8th May, 2016 Due date: 5/5 11:59 PM PST (You are allowed to use three (3) late days maximum for this assignment) This handout consists of several homework problems, as well as instructions Add to Reading List Source URL: cs224d.stanford.edu Language: English - Date: 2016-05-14 14:03:09 Artificial neural networks Computational neuroscience Softmax function Entropy Backpropagation Cross entropy Perplexity
14	Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction Anqi Liu Lev Reyzin Brian D. Ziebart Add to Reading List Source URL: www.levreyzin.com Language: English - Date: 2014-11-21 20:49:00 Machine learning Statistics Learning Estimation theory Statistical theory M-estimators Supervised learning Generalization error Cross entropy Maximum likelihood estimation Regression analysis Loss function
15	Worksheet for Exploration 21.3: Entropy, Probability, and Microstates In the animation two containers are separated by a "membrane." Initially, no particles can cross the membrane. Note that the red and the blue particle Add to Reading List Source URL: www.compadre.org Language: English - Date: 2013-05-21 23:32:44
16	Cross-Entropy Probabilistic Motion Planning Marin Kobilarov California Institute of Technology Abstract— This work, initially presented in [1], considers Add to Reading List Source URL: iros2011.org Language: English - Date: 2011-09-21 07:00:32
17	Benchmarking for Steganography Tom´ aˇs Pevn´ y1 and Jessica Fridrich2 1 Add to Reading List Source URL: www.ws.binghamton.edu Language: English - Date: 2008-04-08 15:50:49 Statistical theory Randomness Steganography Kullback–Leibler divergence Divergence Multivariate normal distribution Entropy Cross entropy Normal distribution Statistics Information theory Probability and statistics
18	Cross-Entropy Probabilistic Motion Planning Marin Kobilarov California Institute of Technology Abstract— This work, initially presented in [1], considers Add to Reading List Source URL: www.cse.unr.edu Language: English - Date: 2012-12-20 19:29:35 Control theory Artificial intelligence Cognition Cross-entropy method Heuristics Machine learning
19	Code Entropy and Physics of Software Jon Jagger & Olve Maudal While working on the Code Archeology talk, presented at ACCU 2010, we realized that the "Physics of Software", and in particular “Code Entropy,” is a topi Add to Reading List Source URL: www.pvv.org Language: English - Date: 2011-04-19 18:33:47 Source code Cross-platform software Debian Snippet ACCU Entropy Vi Codebase Computer programming Computing Software
20	Maximum Entropy: A Special Case of Minimum Cross-entropy Applied to Nonlinear Estimation by an Artificial Neural Network Add to Reading List Source URL: www.complex-systems.com Language: English - Date: 2012-10-10 16:17:59 Statistical theory Thermodynamic entropy Thermodynamics State functions Philosophy of thermal and statistical physics Cross entropy Entropy Principle of maximum entropy Mutual information Statistics Information theory Probability and statistics

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