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10/05/2021
Tradeoffs in Streaming Binary Classification under Limited Inspection Resources
Institutions are increasingly relying on machine learning models to iden...
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06/09/2021
Non-Parametric Stochastic Sequential Assignment With Random Arrival Times
We consider a problem wherein jobs arrive at random times and assume ran...
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10/02/2020
AI pptX: Robust Continuous Learning for Document Generation with AI Insights
Business analysts create billions of slide decks, reports and documents ...
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06/23/2020
Calibration of Shared Equilibria in General Sum Partially Observable Markov Games
Training multi-agent systems (MAS) to achieve realistic equilibria gives...
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06/23/2020
Risk-Sensitive Reinforcement Learning: a Martingale Approach to Reward Uncertainty
We introduce a novel framework to account for sensitivity to rewards unc...
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04/14/2020
Latent Bayesian Inference for Robust Earnings Estimates
Equity research analysts at financial institutions play a pivotal role i...
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04/09/2020
Heuristics for Link Prediction in Multiplex Networks
Link prediction, or the inference of future or missing connections betwe...
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11/14/2019
