ELI5: The fundamental attribution error
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When the prediction of a black-box machine learning model deviates from the true observation, what can be said about the reason behind that deviation? This is a fundamental and ubiquitous question that the end user in a business or industrial AI appl...
The performance of cardiac arrhythmia detection with electrocardiograms(ECGs) has been considerably improved since the introduction of deep learning models. In practice, the high performance alone is not sufficient and a proper explanation is also re...
It's become clear how attribution influences *almost every* marketing decision in terms of budget allocation, campaign prioritization, even team incentives. But the more I learn, the messier it get...
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LightweightMMM ? is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information. (⭐ 1027)
Performance Attribution for Equity Portfolios (⭐ 24)
In addition to being a widely recognised novelist, Milan Kundera has also authored three pieces for theatre: The Owners of the Keys (Majitelé klíčů, 1961), The Blunder (Ptákovina, 1967), and Jacques and his Master (Jakub a jeho pán, 1971). In r...
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[[:ru:Справедливый (эсминец)]]; see its history for attribution. You may also add the template {{Translated|ru|Справедливый (эсминец)}} to the talk page
Visual generation quality has been greatly promoted with the rapid advances in diffusion transformers (DiTs), which is attributed to the scaling of model size and complexity. However, these attributions also hinder the practical deployment of DiTs on...
User journeys in e-commerce routinely violate the one-to-one assumption that a clicked item on an advertising platform is the same item later purchased on the merchant's website/app. For a significant number of converting sessions on our platform, us...
Knowledge-grounded dialogue systems powered by large language models often generate responses that, while fluent, are not attributable to a relevant source of information. Progress towards models that do not exhibit this issue requires evaluation met...
Recent research in explainability has given rise to numerous post-hoc attribution methods aimed at enhancing our comprehension of the outputs of black-box machine learning models. However, evaluating the quality of explanations lacks a cohesive appro...
Diffusion attentive attribution maps for interpreting Stable Diffusion. (⭐ 788)
Library for extracting marketing attribution data from referrer URLs (⭐ 378)
Multi-Touch Attribution (⭐ 125)
The Java Graphical Authorship Attribution Program (⭐ 279)
make dispositional attributions. Choice, having the opportunity and willingness to choose one's behaviour can show internal attributions. Accidental vs.
The modern link attribution platform. Loved by world-class marketing teams like Framer, Perplexity, Superhuman, Twilio, Buffer and more. (⭐ 23141)