Paul Yi

4 papers · 2023–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🏆 Keyword Champion (2)

Venues

MIDL (2) ICML (1) NeurIPS (1)

Top co-authors

Jeremias Sulam (2) Beepul Bharti (2) Vishwa Sanjay Parekh (2) Pranav Kulkarni (2) Andrew Chan (1) Mary Versa Clemens-Sewall (1) Skylar Chan (1) Adway Kanhere (1) Nithya Navarathna (1) Eliot Siegel (1)

Research topics

Healthcare & Medicine (2) Machine Learning (2) Application Areas (2) Clinical (2) Computer Science (1) Deep Learning (1) Optimization & Theory (1) Systems (1)

Keywords

fairness violation (2) sensitive attribute (1) large-scale dataset (1) fairness auditing (1) predictive model (1) equalized odd (1) label poisoning (1) resource-efficient computing (1) medical image streaming (1) format-agnostic database (1) sensitive group (1) multicalibration (1) multiaccuracy (1) proxy groups (1) adversarial bias attacks (1) clinical biases (1) demographically targeted (1) deep learning model (1) underdiagnosis bias (1)

Papers

Multiaccuracy and Multicalibration via Proxy Groups ICML 2025 Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning MIDL 2025 Hidden in Plain Sight: Undetectable Adversarial Bias Attacks on Vulnerable Patient Populations MIDL 2024 Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors NeurIPS 2023