Regularized least squares

Results: 33



#Item
1Regression analysis / Least squares / Linear regression / Ordinary least squares / Coefficient of determination / Linear least squares / Residual sum of squares / Explained sum of squares / Expected value / Polynomial regression / Regularized least squares

Chapter 11 RegressionLinear Regression

Add to Reading List

Source URL: johnstachurski.net

Language: English - Date: 2016-06-24 09:25:50
2Statistics / Statistical classification / Linear algebra / Mathematical optimization / Mathematics / Mathematical analysis / Regression analysis / Dimension reduction / Support vector machine / Compressed sensing / Regularized least squares / Speedup

Parallel Coordinate Descent for L1 -Regularized Loss Minimization Joseph K. Bradley † Aapo Kyrola † Danny Bickson Carlos Guestrin

Add to Reading List

Source URL: select.cs.cmu.edu

Language: English - Date: 2011-11-03 13:21:57
3Statistics / Statistical theory / Regression analysis / Linear regression / Least squares / Logistic regression / Ordinary least squares / Prior probability / Bayesian linear regression / Bayesian inference / Normal distribution / Statistical power

DOIjqas      JQAS 2013; 9(1): 97–111 Robert B. Gramacy*, Shane T. Jensen and Matt Taddy Estimating player contribution in hockey with regularized logistic regression

Add to Reading List

Source URL: www-stat.wharton.upenn.edu

Language: English - Date: 2013-04-04 09:36:33
4Regression analysis / Estimation theory / Econometrics / Least squares / Parametric statistics / Linear regression / Regularized least squares

`1 -Regularized Linear Regression: Persistence and Oracle Inequalities Peter Bartlett EECS and Statistics UC Berkeley

Add to Reading List

Source URL: www.stat.berkeley.edu

Language: English - Date: 2010-06-30 08:20:08
5Mathematical optimization / Operations research / Convex analysis / Convex optimization / Gradient descent / Big O notation / Regularized least squares / Random coordinate descent / Online machine learning

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
6Mathematics / Numerical analysis / Algebra / Statistical classification / Data mining / Linear algebra / Greedy algorithm / Matroid theory / Support vector machine / Cluster analysis / Algorithm / Regularized least squares

Feature Clustering for Accelerating Parallel Coordinate Descent Chad Scherrer Independent Consultant Yakima, WA

Add to Reading List

Source URL: dept.stat.lsa.umich.edu

Language: English - Date: 2013-01-18 21:24:37
7

An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems Kim-Chuan Toh ∗

Add to Reading List

Source URL: www.math.nus.edu.sg

Language: English - Date: 2010-05-13 07:15:16
    8

    An Accelerated Proximal Gradient Algorithm for Nuclear Norm Regularized Least Squares Problems Arising in Matrix Completion a a a

    Add to Reading List

    Source URL: newton.kias.re.kr

    Language: English - Date: 2013-01-31 02:01:01
      9Econometrics / Statistical theory / Stochastic optimization / Linear regression / Fisher information / Least squares / Natural evolution strategy / Stochastic gradient descent / Variance / Statistics / Estimation theory / Regression analysis

      Robust Estimation of Natural Gradient in Optimization by Regularized Linear Regression Luigi Malag` o1 and Matteo Matteucci2 1

      Add to Reading List

      Source URL: malago.di.unimi.it

      Language: English - Date: 2013-09-20 17:47:58
      10Model selection / Econometrics / Regularization / Cross-validation / Logistic regression / Least squares / Feature selection / Statistics / Machine learning / Regression analysis

      Regularized Logistic Regression for Mind Reading with Parallel Validation Heikki Huttunen, Jukka-Pekka Kauppi, Jussi Tohka Tampere University of Technology Department of Signal Processing

      Add to Reading List

      Source URL: www.cis.hut.fi

      Language: English - Date: 2012-01-05 06:58:31
      UPDATE