Scalable holistic linear regression

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Interval linear regression

‎In this paper‎, ‎we have studied the analysis an interval linear regression model for fuzzy data‎. ‎In section one‎, ‎we have introduced the concepts required in this thesis and then we illustrated linear regression fuzzy sets and some primary definitions‎. ‎In section two‎, ‎we have introduced various methods of interval linear regression analysis‎. ‎In section three‎, ‎we have implemented nu...

متن کامل

Holistic Human Pose Estimation with Regression Forests

In this work, we address the problem of human pose estimation in still images by proposing a holistic model for learning the appearance of the human body from image patches. These patches, which are randomly chosen, are used for extracting features and training a regression forest. During training, a mapping between image features and human poses, defined by joint offsets, is learned; while dur...

متن کامل

Holistic Regression Testing for High-Quality MT

We review the techniques and tools used for regression testing, the primary quality assurance measure, in a multi-site research project working towards a high-quality Norwegian –English MT demonstrator. A combination of hand-constructed test suites, domain-specific corpora, specialized software tools, and somewhat rigid release procedures is used for semi-automated diagnostic and regression eva...

متن کامل

Some Modifications to Calculate Regression Coefficients in Multiple Linear Regression

In a multiple linear regression model, there are instances where one has to update the regression parameters. In such models as new data become available, by adding one row to the design matrix, the least-squares estimates for the parameters must be updated to reflect the impact of the new data. We will modify two existing methods of calculating regression coefficients in multiple linear regres...

متن کامل

Scalable Distribution-to-Distribution Regression

In this thesis I present a scalable approach to distribution-to-distribution regression on large, multi-dimensional datasets. The basic algorithm is demonstrated on 1-dimensional toy data, then modified for efficiency and scalability. Key enhancements include parallel computation of non-parametric estimators and the use of a ball tree to support efficient nearest-neighbor search in high dimensi...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Operations Research Letters

سال: 2020

ISSN: 0167-6377

DOI: 10.1016/j.orl.2020.02.008