Search Results - "Plaut, Benjamin"
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Markets for public decision-making
Published in Social choice and welfare (01-05-2021)“…A public decision-making problem consists of a set of issues, each with multiple possible alternatives, and a set of competing agents, each with a preferred…”
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Journal Article -
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Direct Observation of Folding Energy Landscape of RNA Hairpin at Mechanical Loading Rates
Published in The journal of physical chemistry. B (16-03-2017)“…By applying a controlled mechanical load using optical tweezers, we measured the diffusive barrier crossing in a 49 nt long P5ab RNA hairpin. We find that in…”
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Journal Article -
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Algorithms for Fair Public and Private Resource Allocation
Published 01-01-2021“…This thesis explores algorithms for resource allocation, with an emphasis on fairness. "Fairness" is an extremely complex concept and our goal in this thesis…”
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Dissertation -
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Optimal Nash Equilibria for Bandwidth Allocation
Published 05-04-2019“…In bandwidth allocation, competing agents wish to transmit data along paths of links in a network, and each agent's utility is equal to the minimum bandwidth…”
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Journal Article -
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Probabilities of Chat LLMs Are Miscalibrated but Still Predict Correctness on Multiple-Choice Q&A
Published 20-02-2024“…We study 14 large language models (LLMs) fine-tuned for chat and find that their maximum softmax probabilities (MSPs) are consistently miscalibrated on…”
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Journal Article -
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Avoiding Catastrophe in Online Learning by Asking for Help
Published 12-02-2024“…Most learning algorithms with formal regret guarantees assume that no mistake is irreparable and essentially rely on trying all possible behaviors. This…”
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Journal Article -
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Counteracting Inequality in Markets via Convex Pricing
Published 20-09-2020“…We study market mechanisms for allocating divisible goods to competing agents with quasilinear utilities. For \emph{linear} pricing (i.e., the cost of a good…”
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Journal Article -
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Getting By Goal Misgeneralization With a Little Help From a Mentor
Published 28-10-2024“…While reinforcement learning (RL) agents often perform well during training, they can struggle with distribution shift in real-world deployments. One…”
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Journal Article -
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Communication Complexity of Discrete Fair Division
Published 24-10-2018“…SIAM Journal on Computing 49.1 (2020): 206-243 We initiate the study of the communication complexity of fair division with indivisible goods. We focus on some…”
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Journal Article -
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Almost Envy-Freeness with General Valuations
Published 15-07-2017“…The goal of fair division is to distribute resources among competing players in a "fair" way. Envy-freeness is the most extensively studied fairness notion in…”
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Journal Article -
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Almost Envy-free Repeated Matching in Two-sided Markets
Published 19-09-2020“…A two-sided market consists of two sets of agents, each of whom have preferences over the other (Airbnb, Upwork, Lyft, Uber, etc.). We propose and analyze a…”
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Journal Article -
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Markets for Public Decision-making
Published 27-07-2018“…A public decision-making problem consists of a set of issues, each with multiple possible alternatives, and a set of competing agents, each with a preferred…”
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Journal Article -
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Markets Beyond Nash Welfare for Leontief Utilities
Published 13-07-2018“…We study the allocation of divisible goods to competing agents via a market mechanism, focusing on agents with Leontief utilities. The majority of the…”
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Journal Article -
14
Hardness of the Pricing Problem for Chains in Barter Exchanges
Published 01-06-2016“…Kidney exchange is a barter market where patients trade willing but medically incompatible donors. These trades occur via cycles, where each patient-donor pair…”
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Journal Article -
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Position-Indexed Formulations for Kidney Exchange
Published 06-06-2016“…A kidney exchange is an organized barter market where patients in need of a kidney swap willing but incompatible donors. Determining an optimal set of…”
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Journal Article