Independent Review– e.g. have a particular interest in fairness, accountability and transparency of AI systems. A diverse range of AI and domain experts who are charged with reviewing and understanding the potential risks associated with AI/ML models. In this case, the bank's compliance and le...
This reveals a domain of parent-of-origin-specific chromatin structure extending in the telomeric direction from the INS locus. This suggests more generally that imprinted loci may extend their influence over gene expression beyond those loci through long range chromatin structure, resulting in parent-...
Staining normalization and online data augmentation (random flipping, brightness, saturation and hue perturbation) are used to reduce the domain shift between the different centers. A dataset with manual segmentation of the nuclei [36]10 is used to extract the concept measures and learn the ...
.Securing AD is critical to limiting the ability of ransomware attacks such as BlackCat/ALPHV to spread across a network. There are multiple steps organizations can take tosecure AD, including backup policies and hardening access withfine-grained password policiesthat limit the risk of domain ...
A further advantage of this implementation is the possibility to customize the data compression to our needs: to facilitate interpretation, we would like each basis vector to uniquely represent heatwaves in some localized part of the domain. With the neural network implementation of the lPCA, we ...
There were two main requirements while developing it: (1) explanations should be domain-independent so that it could be used in different domains; (2) explanations should be intelligible for users without prior knowledge on Machine Learning. Hence the symbolic approach followed, based on a tree ...
Collaborative filtering doesn’t rely on content that much, so it can perform in domains where content is difficult for a computer system to analyze (such as images, videos, music) and can also provide cross-domain recommendations.Surprising recommendations. Instead of recommending the same content...
curve results. Common loan attributes such as Loan-to-Value (LTV) ratio, income level, and interest rate come out near the top in the explanations for both models used. These familiar factors can be easily recognized by anyone who holds a mortgage or works in the debt instrument domain. ...
range to attack. In this model variant, the number of aggressor cells (and thus the amount of violent conflict) acts as a dynamic variable: its level increases in response to high occupation density (with a rate that is determined by the\(p_E\)parameter) and decreases at a relatively ...
Feature Name Domain Values Meaning x0 Humidity D0 {0,1} normal,high x1 Outlook D1 {0,1,2} overcast,rain,sunny x2 Wind D2 {0,1} strong,weakTable 1: Explanation-redundancy in decision trees obtained with IAI and ITI. Dataset (#F #S) IAI ITI Dataset D #N %A #P %R %C %m %M...