Optimal Algorithms for Ridge and Lasso Regression with Partially
Observed Attributes

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Optimal Algorithms for Ridge and Lasso Regression with Partially Observed Attributes

23 August 2011

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Papers citing "Optimal Algorithms for Ridge and Lasso Regression with Partially Observed Attributes"

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Title
Online Learning with Costly Features in Non-stationary Environments Saeed Ghoorchian E. Kortukov S. Maghsudi OffRL 65 1 0 18 Jul 2023
Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback R. D. Vecchia D. Basu 77 6 0 18 Feb 2023
Improved machine learning algorithm for predicting ground state properties Laura Lewis Hsin-Yuan Huang Viet-Trung Tran Sebastian Lehner R. Kueng J. Preskill AI4CE 82 48 0 30 Jan 2023
Quantum Algorithms and Lower Bounds for Linear Regression with Norm Constraints Yanlin Chen Ronald de Wolf 170 16 0 25 Oct 2021
Active Structure Learning of Bayesian Networks in an Observational Setting Noa Ben-David Sivan Sabato 33 4 0 25 Mar 2021
On-Device Machine Learning: An Algorithms and Learning Theory Perspective Sauptik Dhar Junyao Guo Jiayi Liu S. Tripathi Unmesh Kurup Mohak Shah 111 144 0 02 Nov 2019
Autoregressive-Model-Based Methods for Online Time Series Prediction with Missing Values: an Experimental Evaluation Xi Chen Hongzhi Wang Yanjie Wei Jianzhong Li Hong Gao 33 3 0 10 Aug 2019
Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation Tomoya Murata Taiji Suzuki 59 9 0 05 Sep 2018
Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP Satyen Kale Zohar Karnin Tengyuan Liang D. Pál 62 23 0 14 Jun 2017
Online to Offline Conversions, Universality and Adaptive Minibatch Sizes Kfir Y. Levy ODL 105 59 0 30 May 2017
Coupled Compound Poisson Factorization M. Basbug Barbara E. Engelhardt 46 7 0 09 Jan 2017
Learning Infinite-Layer Networks: Without the Kernel Trick Roi Livni Daniel Carmon Amir Globerson 58 7 0 16 Jun 2016
Online Sparse Linear Regression Dean Phillips Foster Satyen Kale H. Karloff 74 18 0 07 Mar 2016
Data-Driven Online Decision Making with Costly Information Acquisition Onur Atan M. Schaar 48 1 0 11 Feb 2016
Classification with Low Rank and Missing Data Elad Hazan Roi Livni Yishay Mansour 80 38 0 14 Jan 2015
An Equivalence between the Lasso and Support Vector Machines Martin Jaggi 105 52 0 05 Mar 2013