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Kirthevasan Kandasamy

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Incentivizing Truthful Data Sharing in Collaborative Machine Learning and Data MarketplacesAgency in Collaborative Learning 20262026-04-13
Mechanisms claim that truthful data submission is a (approximate) Nash equilibrium with truthful reporting and that, for normal mean estimation, the social…
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Cilantro: Performance-Aware Resource Allocation for General Objectives via Online...OSDI 20232023-07-10
Cilantro is a scheduler that replaces user resource requests with online learning from real-time job feedback to map resources to performance, decouples…
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