Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive derivative trading expertise, Adam is an expert in economics and ...

Abstract: This paper develops a frequency-domain iterative machine learning (IML) approach for output tracking. Frequency-domain iterative learning control allows bounded noncausal inversion of system ...

mpwt is a python package for running Pathway Tools [PathwayToolsarXiv] on multiple genomes using multiprocessing. More precisely, it launches one PathoLogic [Karp2011] process for each organism ...

CodeI/O is a novel approach that transforms code-based reasoning patterns into natural language formats to enhance Large Language Models' reasoning capabilities. Unlike traditional methods focusing on ...

Newcomers are students who have recently arrived from other countries and speak a language other than English. While their experiences with education can vary, one commonality is that they have a ...

Scientific discovery is one of the most sophisticated human activities. First, scientists must understand the existing knowledge and identify a significant gap. Next, they must formulate a research ...

An output device is a hardware component that translates processed data into a form that can be understood by humans or used by other devices. In this context, output is the final result that users ...

Abstract: Projection to latent structure (PLS) is a well-known data-based approach widely used in industrial process monitoring. Kernel PLS (KPLS) was proposed in prior studies to apply the PLS in the ...

Carbon pricing is a central component of the Pan-Canadian Framework on Clean Growth and Climate Change (PCF). Carbon pricing is an efficient way to reduce greenhouse gas (GHG) emissions at the lowest ...

Microsoft PROSE is a framework of technologies for programming by examples: automatic generation of programs from input-output examples. Given a domain-specific language (DSL) and input-output ...