Article-Journal

Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse

edward-a.-small

• Jan 1, 2023 • 1 min read

Categorical Foundations of Explainable AI: A Unifying Formalism of Structures and Semantics

Pietro Barbiero

• Jan 1, 2023 • 1 min read

Can Users Correctly Interpret Machine Learning Explanations and Simultaneously Identify Their Limitations?

yueqing-xuan

• Jan 1, 2023 • 1 min read

BiHeartS: Bilateral Heart Rate from multiple devices and body positions for Sleep measurement Dataset

Nouran Abdalazim

• Jan 1, 2023 • 1 min read

(Un)reasonable Allure of Ante-hoc Interpretability for High-stakes Domains: Transparency Is Necessary but Insufficient for Explainability

Kacper Sokol

• Jan 1, 2023 • 1 min read

What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components

Kacper Sokol

• Jan 1, 2022 • 1 min read

What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges

stefan-kalabakov

• Jan 1, 2022 • 1 min read

Toward privacy-aware federated analytics of cohorts for smart mobility

Martin Gjoreski

• Jan 1, 2022 • 1 min read

The Role of Model Personalization for Sleep Stage and Sleep Quality Recognition Using Wearables

Shkurta Gashi

• Jan 1, 2022 • 1 min read

Technobubble

Marc Langheinrich

• Jan 1, 2022 • 1 min read