Model Based Estimation

This book develops methods for two key problems in the analysis of large-scale surveys: dealing with incomplete data and making inferences about sparsely represented subdomains. The presentation is committed to two particular methods, multiple imputation for missing data and multivariate composition for small-area estimation. The methods are presented as developments of established approaches by attending to their deficiencies.

This book presents research and applications on arrival estimation and localization in speech processing to ensure that the broad vision of the direction of arrival estimation (DOAE) / localization of speech sources is well-established. The book first provides a brief overview of the most classical direction of arrival estimation and localization techniques. It then introduces the concept and model of acoustics sources and then highlights the most contemporary studies on this pervasive problem.

MathWorks announced Release 2014a (R2014a) of its MATLAB and Simulink product families. R2014a includes new releases of MATLAB and Simulink, and updates and bug fixes to 81 other products.

Deploy ML Model with ViT, BERT and TinyBERT HuggingFace Transformers with Streamlit, FastAPI and Docker at AWS

Emerson’s E&P Software Solutions announced the release of Paradigm 18. This release includes new applications for advanced automation using machine learning methods, enhanced integration across the full range of Paradigm solutions, more effective collaboration with support for applications running on the Cloud, and optimization of processes and workflows that improve image and earth model accuracy.

Deploy ML Model with ViT, BERT and TinyBERT HuggingFace Transformers with Streamlit, FastAPI and Docker at AWS