Geoffrey Holmes

6 papers · 2007–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

+3 more ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

🏆 Keyword Champion (2) 🚀 Conference Pioneer 📈 Trend Setter

Venues

JMLR (4) ACML (2)

Top co-authors

Eibe Frank (5) Bernhard Pfahringer (3) Ian H. Witten (1) Mikio L. Braun (1) Remco R. Bouckaert (1) Xin Xu (1) Sören Sonnenburg (1) Samy Bengio (1) Albert Bifet (1) Rory Mitchell (1)

Research topics

Machine Learning (4) Core Methods (3) Computer Science (2) Applications (2) Optimization & Theory (2) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Mathematics & Optimization (1) Architectures (1) Core AI (1) Learning Types (1) Methods (1) Optimization (1)

Keywords

open source software (2) ensemble learning (1) attention mechanism (1) probability estimation (1) isotonic regression (1) multiple instance learning (1) monte carlo sampling (1) software engineering (1) siamese neural network (1) probability calibration (1) bayesian quadrature (1) data stream (1) data mining (1) shapley value (1) kernel herding (1) quasi-monte carlo (1) data stream mining (1) hoeffding tree (1) platt scaling (1) model attribution (1)

Papers

Multiple Instance Verification JMLR 2025 Sampling Permutations for Shapley Value Estimation JMLR 2022 Probability Calibration Trees ACML 2017 Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking ACML 2010 WEKA−Experiences with a Java Open-Source Project JMLR 2010 The Need for Open Source Software in Machine Learning JMLR 2007