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Author

Krish Kabra

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2 papers indexed here

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Open access Oct 2026

Algorithmic Guardrails for Echocardiography AI

Background Automated echocardiography analysis using artificial intelligence (AI) currently lacks effective guardrails or oversight mechanisms to ensure its safe and reliable deployment. Objectives This study investigated whether deep feature representations can identify echocardiograms at risk of misinterpretation by...

Krish Kabra, Sadeer G. Al-Kindi, G. Balakrishnan · 0 citations
#machine learning Preprint Oct 2026

Weight Oracles: Reading Neural Network Weights with Language Models

Interpretability methods for neural networks are predominantly reactive: they analyse activations produced during specific forward passes, requiring known inputs to find hidden capabilities such as backdoors. We propose Weight Oracles, fine-tuned language models that diagnose properties of a target network by reading i...

Krish Kabra, Constantin Venhoff, Christian Schroeder de Witt · 0 citations

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