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Gradient descent
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#	Item
81	A Mini-Course on Convex Optimization with a view toward designing fast algorithms Nisheeth K. Vishnoi i Add to Reading List Source URL: theory.epfl.ch Language: English - Date: 2015-10-07 04:19:12 Mathematical optimization Mathematical analysis Numerical analysis Convex analysis Convex optimization Operations research Linear programming Convex function Gradient descent Derivative Convex set Ellipsoid method
82	Case Study 1: Estimating Click Probabilities Stochastic Gradient Descent (continued) Machine Learning/Statistics for Big Data CSE599C1/STAT592, University of Washington Add to Reading List Source URL: courses.cs.washington.edu Language: English - Date: 2013-01-17 04:16:10
83	Multileave Gradient Descent for Fast Online Learning to Rank (Abstract) Anne Schuth† Harrie Oosterhuis† Add to Reading List Source URL: www.anneschuth.nl Language: English - Date: 2015-11-12 09:02:39
84	WIC Wintermeeting, February 1, 2016 From Data Compression to Online Machine Learning Tim van Erven Add to Reading List Source URL: www.timvanerven.nl Language: English - Date: 2016-02-01 08:21:05 Numerical analysis Machine learning Applied mathematics Online machine learning Mathematical optimization Gradient descent Statistical classification Computational statistics Artificial neural networks Support vector machine Stochastic gradient descent
85	Optimizing Non-decomposable Performance Measures: A Tale of Two Classes Harikrishna Narasimhan∗ Indian Institute of Science, Bangalore, INDIA HARIKRISHNA @ CSA . IISC . ERNET. IN Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-09-16 19:38:47 Mathematical analysis Machine learning Learning Statistics Operations research Statistical classification Stochastic optimization Convex optimization Mathematical optimization Support vector machine Distribution Stochastic gradient descent
86	A Lower Bound for the Optimization of Finite Sums Alekh Agarwal Microsoft Research NYC, New York, NY. ALEKHA @ MICROSOFT. COM Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-09-16 19:38:43 Mathematical optimization Operations research Convex analysis Convex optimization Gradient descent Big O notation Regularized least squares Random coordinate descent Online machine learning
87	Lecture Notes: Some notes on gradient descent Marc Toussaint Machine Learning & Robotics lab, FU Berlin Arnimallee 7, 14195 Berlin, Germany Add to Reading List Source URL: ipvs.informatik.uni-stuttgart.de Language: English - Date: 2012-05-03 04:56:46
88	ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models Sanjay Krishnan, Jiannan Wang, Eugene Wu † , Michael J. Franklin, Ken Goldberg UC Berkeley, † Columbia University {sanjaykrishnan, jnwang, fran Add to Reading List Source URL: sampleclean.org Language: English - Date: 2016-01-15 13:57:46 Statistics Statistical theory Estimator Statistical inference M-estimators Convex optimization Stochastic gradient descent Bias of an estimator Loss function Data analysis Linear regression Generalised Hough transform
89	Learning long-term dependencies with gradient descent is difficult - Neural Networks, IEEE Transactions on Add to Reading List Source URL: www-dsi.ing.unifi.it - Date: 2013-02-18 06:07:32
90	Tracking Time-Varying Hidden Faults using Stochastic Gradient Descent Joh n C. Pla t t , Em r e K c m a n , Da vid A. Ma lt z Microsoft Research, 1 Microsoft Way, Redmond WA 98052 {jplatt, emrek, dmaltz}@microsoft.com ht Add to Reading List Source URL: snowbird.djvuzone.org Language: English - Date: 2007-03-09 02:31:33

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