Interpretable ML

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Scoured 40 posts in 6.6 ms

How Does XAI Actually Work? A Look at SHAP and LIME in Cybersecurity

 🤖AI  Content type: Blog
medium.com·

mllm-shap: A Shapley Value Explainability Platform for Text-Audio Multimodal Large Language Models

 📊Statistics  Content type: Academic
arxiv.org·

rentruewang/inversql: Create SQL that match your selection (with explainable AI), not the other way around

 🤖Machine Learning  Content type: Code
github.com··Hacker News

Building MalTrace: A Behavioral Malware Analysis Pipeline with Explainable AI

 🤖AI  Content type: Blog
medium.com
·

An interpretable machine learning framework for dog breed inference and ancestry decomposition

 🤖ML Theory  Content type: Academic
biorxiv.org·

What shapes your power bill? Explainable AI outlines forecasts behind grid and price decisions

 🤖AI
techxplore.com·
Less-relevant results

Feature Selection 101: A Data Scientist’s Guide to Noise Reduction, Model Interpretability, and…

 🤖ML Theory  Content type: Blog
medium.com
·

The Origins of MEV: Systematic Attribution of Arbitrage Opportunity Creation at Scale

 Cryptocurrency
ethresear.ch·

Game Theory Text - Thomas Ferguson

 ♟️Board Games

Anish-185/Production-Line-Performance-Checker

 🐍Python  Content type: Code
github.com··r/coding

An interpretable surrogate modeling framework for rice husk ash concrete using copula-based virtual sampling

 🎲Procedural Generation  Content type: Academic
nature.com·

A Deployment-Oriented Framework for Explainable AI-Assisted eBPF/XDP Mitigation at the IoT Edge

 🤖AI  Content type: Academic
arxiv.org·

A Practical Guide to Assessing Agentic AI Companies for Enterprise Needs

 🤖Machine Learning
netnewsledger.com·

Understanding and modeling the formation of disinfection by-products in urban domestic sewage under intensified chlorination

 🤖Machine Learning  Content type: Academic
sciencedirect.com·

Aumann-SHAP: The Geometry of Counterfactual Interaction Explanations in Machine Learning

 🤖Machine Learning  Content type: Academic
arxiv.org·

Mechanistic Interpretability: The Key to Trusting Agentic AI

 🤖AI  Content type: Discussion
bradenkelley.com·

How AI can become more transparent and reliable

 🤖AI
techxplore.com·

Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis

 📊Statistics  Content type: Academic
arxiv.org·

Why Digital Identity Fraud Is Becoming a Bigger Threat to Financial Services

 💳FinTech

When Attribution Patching Lies: Diagnosis and a Second-Order Correction

 🤖Machine Learning  Content type: Academic
arxiv.org·

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