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Chhavi Yadav

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Spotlight TalksAgency in Collaborative Learning 20262026-04-13
Proposes a fair exchange contract that pairs agents one-for-one and proves the induced game is supermodular, so pure Nash equilibria exist, form a lattice, and…
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Opening RemarksFederated and Collaborative Learning Boot Camp 20262026-01-26
Program states a semester-long Simons initiative with a bootcamp this week plus workshops in February March and April on heterogeneous sources, trust and…
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Talk by Chhavi Yadav (CMU)Federated and Collaborative Learning Boot Camp 20262026-01-26
Study interviews 21 interviewees from banks, hospitals, platform teams and researchers and finds a clear misalignment: papers rarely address the top…
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Accountable AI with ZKPs: Certifying Fairness and Explanations under model ConfidentialityProofs (Simons Institute)2025-07-11
System builds a model commitment and produces per-query proofs of inference and explanation using zero-knowledge techniques, integrating the EZKL backend. LIME…
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