Janis Klaise

2 papers · 2021–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (5) 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

AISTATS (1) JMLR (1)

Top co-authors

Arnaud Van Looveren (2) Giovanni Vacanti (1) Oliver Cobb (1) Alexandru Coca (1)

Keywords

feature attribution (1) maximum mean discrepancy (1) false positive rate (1) local explanation (1) model explanation (1) explainability algorithm (1) global explanation (1) kernel methods (1) sequential change detection (1) threshold calibration (1)

Papers

Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates AISTATS 2022

Alibi Explain: Algorithms for Explaining Machine Learning Models JMLR 2021