An auditing framework using justified representation from social choice theory is developed to evaluate question slates in expert panel deliberations, including efficient algorithms and comparisons of moderator, ILP, and LLM selections on historical data.
ISBN 9798400701047
2 Pith papers cite this work. Polarity classification is still indexing.
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2025 2verdicts
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In a repeated market-maker/taker game with endogenous price impact, projected stochastic gradient ascent by adaptive agents reaches a region of persistent overpricing in finite time.
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Question the Questions: Auditing Representation in Online Deliberative Processes
An auditing framework using justified representation from social choice theory is developed to evaluate question slates in expert panel deliberations, including efficient algorithms and comparisons of moderator, ILP, and LLM selections on historical data.
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The Invisible Handshake: Persistent Overpricing by Adaptive Market Agents
In a repeated market-maker/taker game with endogenous price impact, projected stochastic gradient ascent by adaptive agents reaches a region of persistent overpricing in finite time.