Entropy, Free Full-Text
Por um escritor misterioso
Descrição
Differential replication is a method to adapt existing machine learning solutions to the demands of highly regulated environments by reusing knowledge from one generation to the next. Copying is a technique that allows differential replication by projecting a given classifier onto a new hypothesis space, in circumstances where access to both the original solution and its training data is limited. The resulting model replicates the original decision behavior while displaying new features and characteristics. In this paper, we apply this approach to a use case in the context of credit scoring. We use a private residential mortgage default dataset. We show that differential replication through copying can be exploited to adapt a given solution to the changing demands of a constrained environment such as that of the financial market. In particular, we show how copying can be used to replicate the decision behavior not only of a model, but also of a full pipeline. As a result, we can ensure the decomposability of the attributes used to provide explanations for credit scoring models and reduce the time-to-market delivery of these solutions.
High‐Entropy Oxides: Fundamental Aspects and Electrochemical Properties - Sarkar - 2019 - Advanced Materials - Wiley Online Library
Entropy, Free Full-Text
5.6: Entropy - Chemistry LibreTexts
The role of entropy and enthalpy in high entropy carbides - ScienceDirect
Entropy, Entropy Change, Expression for entropy change
Worksheet 14- Entropy And Free Energy - Fill and Sign Printable Template Online
Entropy MDPI on X: Call for reading: Axiomatic Characterization of the #Quantum Relative #Entropy and Free Energy published at / X
Evolution and the Second Law of Thermodynamics: Effectively Communicating to Non-technicians, Evolution: Education and Outreach
ENTROPY Vol.1 Sample Pack Bundle – 16-levels
Variational Free Energy and Active Inference: Pt 1 - Themesis, Inc.
Centrum Wiskunde & Informatica: Entropy methods for Martingales
Life's Entropy
Gibbs free-energy change ΔG and entropy change ΔS
A Gentle Introduction to Information Entropy