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02/16/2023
Equilibrium and Learning in Fixed-Price Data Markets with Externality
We propose modeling real-world data markets, where sellers post fixed pr...
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09/30/2022
Proportionally Fair Online Allocation of Public Goods with Predictions
We design online algorithms for the fair allocation of public goods to a...
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11/19/2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP
Clinical machine learning is increasingly multimodal, collected in both ...
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07/14/2020
The Effect of Strategic Noise in Linear Regression
We build on an emerging line of work which studies strategic manipulatio...
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07/13/2020
Fair Algorithms for Multi-Agent Multi-Armed Bandits
We propose a multi-agent variant of the classical multi-armed bandit pro...
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04/04/2019
Generative Adversarial Networks for text using word2vec intermediaries
Generative adversarial networks (GANs) have shown considerable success, ...
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11/20/2018
ChainGAN: A sequential approach to GANs
We propose a new architecture and training methodology for generative ad...
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11/18/2018
