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Thomas Quinn

2 papers · 2020–2022 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICML (1) NeurIPS (1)

Top co-authors

Elliott Gordon-Rodriguez (1) Svetha Venkatesh (1) Santu Rana (1) Dang Nguyen (1) John P. Cunningham (1) Sunil Gupta (1)

Research topics

Deep Learning (2) Machine Learning (2) Application Areas (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Healthcare & Medicine (1) Interdisciplinary (1) Clinical (1) Core AI (1) Learning Types · Deep Learning (1) Models (1) Science (1)

Keywords

compositional data (2) contrastive learning (1) data augmentation (1) feature attribution (1) deep learning (1) model interpretability (1) precision health (1) patient-specific weight (1) personalized interpretability (1) compositional data analysis (1) microbiome prediction (1) representation learning (1) health data (1)

Papers

Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome NeurIPS 2022 DeepCoDA: personalized interpretability for compositional health data ICML 2020