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sulam-group's Projects

bigraph4tme icon bigraph4tme

"Bi-level Graph Learning Unveils Prognosis-Relevant Tumor Microenvironment Patterns from Breast Multiplexed Digital Pathology"

eod-with-proxies icon eod-with-proxies

Code for Neurips 2023 paper "Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors"

h-shap icon h-shap

h-Shap provides an exact, fast, hierarchical implementation of Shapley coefficients for image explanations

ibydmt icon ibydmt

"I Bet You Did Not Mean That (IBYDMT): Testing Semantic Importance via Betting"

k-rcps icon k-rcps

"How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"

osdl icon osdl

Online Sparse Dictionary Learning

shap-xrt icon shap-xrt

"SHAP-XRT: The Shapley Value Meets Conditional Independence Testing"

tcav_eeg icon tcav_eeg

Implementation of Testing with Concept Activcation Vectors(TCAV) in a deep learning model trained for EEG-based Major Depressive Disorder (MDD) severity diagnosis

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