William Ogallo

3 papers · 2020–2024 · 1 venue · across top CS/AI venues

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Achievements

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Venues

IJCAI (3)

Top co-authors

Victor Akinwande (2) Skyler Speakman (2) Komminist Weldemariam (2) Itai Guez (1) Bum Chul Kwon (1) Kenney Ng (1) Beldine Moturi (1) Shervin Ayati (1) Miguel Shinyenyi (1) Diwakar Mahajan (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (1) Machine Learning (1) Application Areas (1) Architectures (1) Learning Types (1)

Keywords

unsupervised learning (1) anomaly detection (1) interpretable machine learning (1) reconstruction error (1) foundation model (1) drug discovery (1) molecule generation (1) molecular property prediction (1) interactive visualization (1) human-ai interaction (1) subset scanning (1) toxicity prediction (1) healthcare analytics (1) adversarial attack detection (1) protein-ligand binding (1) blackbox model inspection (1) neonatal mortality prediction (1) feature importance analysis (1) biomedical ai (1)

Papers

SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery IJCAI 2024 Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error IJCAI 2020 Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health IJCAI 2020