#Indexcing 인덱싱#inference#LLMs_>PhysicalAI#생성형에서에이전트에이아이agentsAI#hallucination #Explainable AI : XAI 설명가능: 왜 그래? 어떻게
고쳐? 누구책임이야?

Проблема «черного ящика»: как заставить ИИ объяснять свои решения Начну с реального случая: в 2023 году амери...

#объяснимый #ИИ #explainable #ai #интерпретируемый #ии #объяснимость #нейросетей #xai #методы #интерпретации

Origin | Interest | Match

Проблема «черного ящика»: как заставить ИИ объяснять свои решения Начну с реального случая: в 2023 году амери...

#объяснимый #ИИ #explainable #ai #интерпретируемый #ии #объяснимость #нейросетей #xai #методы #интерпретации

Origin | Interest | Match

Explainable Optimization Managed by XOpt Team @ UvA. A websited dedicated to collect and promote the recent research on explainable optimization (XOpt).

We recently set up a new webpage where we want to collect all advances in the newly emerging field of #explainable #optimization

www.expopt.org

Our webpage collects publications, events and software packages related to the topic. If you want your work to be added please use our contact page:

Training-Free Explainable Vision-Language Model for Medical Imaging

A training-free, explainable vision-language model for medical imaging has been announced. Read more: getnews.me/training-free-explainabl... #medimaging #visionlanguage #explainable

I will give a talk about our newest work in #Explainable #Optimization in the EURO OSS. You are welcome to join!

Explainable Information Design Limits Persuasion Efficiency

Explainable information design uses deterministic monotone partitions; its price of explainability caps at 1/2. Finding the optimal scheme is NP‑hard, but Lipschitz utilities allow ε‑approximation. getnews.me/explainable-information-... #bayesian #explainable

EUGENE Introduces Explainable Scalable Graph Edit Distance Estimation

EUGENE offers explainable, scalable graph edit distance estimation with explicit edit paths; the latest version was officially released on September 26, 2025. Read more: getnews.me/eugene-introduces-explai... #grapheditdistance #explainable

A XAI tool for Screw Process Anomaly Visualization:
doi.org/10.1016/j.si...
#python #XAI #screw #research #machinelearning #explainable #AI

CellPhenoX: An Explainable Machine Learning Method for Identifying Cell Phenotypes To Predict Clinical Outcomes from Single‐Cell Multi‐Omics CellPhenoX is an explainable machine learning framework that identifies cell-specific phenotypes and interaction effects from single-cell omics data. By leveraging interpretable models, it enables ro...

Excited 🎉 to share our lab's new paper CellPhenoX, an #explainable #MachineLearning tool 🔨 for #SingleCell data, published advanced.onlinelibrary.wiley.com/doi/10.1002/...
⭐️ CellPhenoX detects both linear, nonlinear, and even subtle interaction effects underlying clinical single-cell datasets!

How Agentic AI is Reshaping the SOC While the promise of agentic AI is compelling, its implementation in a Security operations center (SOC) faces challenges that must be addressed for successful an...

#Cybersecurity #Basics #agentic #AI #AI […]

[Original post on cybersecurity-magazine.com]

#Interpretable vs #explainable #AI

📖 An informative post by lab members @esha4.bsky.social and @tnavya.bsky.social 📖

Mysterious radio pulses detected high above Antarctica may be evidence of an exotic new particle, scientists say "We still don't have an explanation for what those anomalies are."

#unexplainable #explainable
www.space.com/astronomy/bl...

Here is a nice paper on how to #identify #winning strategies using #explainable #MachineLearning in #TeamSports, with a special emphasis on #rugby.

A machine learning and explainability-driven methodology for identifying winning strategies in Rugby Union […]

Why do LLMs have emergent properties? Large language models display emergence behaviors: when the...

www.johndcook.com/blog/2025/05/08/why-do-l...

#AI #Algorithms #Artificial #Intelligence #Machine #learning #explainable #AI […]

[Original post on johndcook.com]

PhD defence: Towards Fair and Explainable Machine Learning Modeling in Mental Health PhD defence of G. Sogancioglu (Faculty of Science / Social and Affective Computing)

Gizem Soğancıoğlu will defend her #PhD thesis on #fair and #explainable #MachineLearning on May, 15th. She is the 2nd graduate of the Social and Affective Computing group.

If you are in #Utrecht, join us:

www.uu.nl/en/events/ph...

#UUBeta
@utrechtuniversity.bsky.social
#HeysemKaya

Great work published for our MLST #Explainable #ML focus collection - Mathematical modeling for quantum dot data vectorization for explainable machine learning

Researchers from NIST, UW-Madison & Maryland

Paper: iopscience.iop.org/article/10.1...
#MachineLearningScienceandTechnology

Our 3rd international workshop on #Explainable #AI for the #Arts #XAIxArts is open for submissions!
Deadline: 24th April 2025
Workshop: 23rd June, 2025
Online at the ACM Creativity and Cognition conference 2025
#HCAI #RAI #HCI #InteractionDesign #AI #XAI #DigitalArts

xaixarts.github.io/2025

As #AI continues to shape the future of #healthcare, it is great to see that the GAMMA community recognises the importance of #explainable AI. #Transparency is crucial when applying AI in clinical settings, ensuring that #ML models are not just powerful but also #trustworthy for clinicians.

Decisions made by #optimization models in #OperationsResearch are affecting individuals and organizations. In my popular article in the new issue of STAtOR I argue that explanation methods for optimization models are urgently needed:

tinyurl.com/CEforOPT

#explainable #decisionmaking

Our #Explainable #AI for the #Arts #XAIxArts #Manifesto has been accepted at #CHI2025 alt.chi!
Pre-read here: arxiv.org/abs/2502.21220
We aim to provoke new ways of thinking about explainability and AI beyond technocentric discourses.

Working on #explainable #AI #ML for #chemistry and #materials? Then join us at the special track #xAI 2025 in Istanbul this July and submit your paper by Feb 28! xaiworldconference.com/2025/explain... Co-organised with @fragrisoni.bsky.social Pascal Friederich, Geemi Wellawatte etc.

My product assignment today...Make this accessible, understandable and usable to all people #CognitiveExperienceDesign #ResponsibleAI #Explainable

Formulation of Feature Circuits with Sparse Autoencoders in LLM Large Language models (LLMs) have...

towardsdatascience.com/formulation-of-feature-c...

#Large #Language #Models #Explainable #Ai #Machine […]

[Original post on towardsdatascience.com]

Explainable AI: Thinking like a machine An explainer for XAI, AI UX and other trends and methods in building interpretable and trustworthy AI in projects and enterprise.

Explainable AI: Thinking Like a Machine | by Joseph George Lewis | Towards AI

pub.towardsai.net/explainable-...

#ExplainableAI #ethics #ethicalai
#Machine #Interpretable #Explainable
#XAI #technology

Annalisa Mastronardi asked me to define
#EthicalAI. To me, it integrates values and principles to enhance all forms of life, is #explainable, makes its outputs recognizable, warns of #biases & limitations, discloses training data, #environmental impact, and informs users about data use & storage.

Very relevant paper for today that uses #explainable #ML/#AI for #COVID19 analysis https://europepmc.org/article/pmc/pmc7499540

Look! #SHAP values