Kiri L. Wagstaff

3 papers · 2022–2024 · 2 venues · across top CS/AI venues

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Achievements

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

Venues

AAAI (2) COLING (1)

Top co-authors

Steven Lu (2) Bhavan Vasu (1) Raymond Francis (1) Krzysztof M. Gorski (1) Matthew P. Golombek (1) Michael Mcauley (1) Graca Rocha (1) Leslie K. Tamppari (1) Ellen Riloff (1) Emily Dunkel (1)

Research topics

Machine Learning (3) Deep Learning (2) Architectures (2) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Natural Language Processing (1) Analysis (1) Applications (1) Core AI (1) Models (1) Optimization & Theory (1)

Keywords

relation extraction (1) interpretable machine learning (1) uncertainty estimation (1) entity pair (1) cosmic microwave background (1) graph neural network (1) prototype-based architecture (1) content-based image retrieval (1) planetary image classification (1) evidence explanation (1) stacked learning (1) unary relation (1) planetary image (1) bayesian convolutional network (1)

Papers

Interactive Mars Image Content-Based Search with Interpretable Machine Learning AAAI 2024 Cosmic Microwave Background Recovery: A Graph-Based Bayesian Convolutional Network Approach AAAI 2023 Exploiting Unary Relations with Stacked Learning for Relation Extraction COLING 2022