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Optimal Stopping with Gaussian Processes


Sep 22, 2022
Kshama Dwarakanath, Danial Dervovic, Peyman Tavallali, Svitlana S Vyetrenko, Tucker Balch


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Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction


Mar 14, 2022
Marc Rigter, Danial Dervovic, Parisa Hassanzadeh, Jason Long, Parisa Zehtabi, Daniele Magazzeni

* 7+1 pages main text, 16 pages supplementary material, accepted to AAAI 2022 

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Counterfactual Shapley Additive Explanations


Nov 02, 2021
Emanuele Albini, Jason Long, Danial Dervovic, Daniele Magazzeni

* Camera-ready accepted at XAIF '21 (Workshop on Explainable AI in Finance) at ACM ICAIF '21 (https://ai-finance.org/

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Tradeoffs in Streaming Binary Classification under Limited Inspection Resources


Oct 05, 2021
Parisa Hassanzadeh, Danial Dervovic, Samuel Assefa, Prashant Reddy, Manuela Veloso

* To appear in Proceedings of the ACM International Conference on AI in Finance (ICAIF '21) - Full version with supplementary material 

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Counterfactual Explanations for Arbitrary Regression Models


Jun 29, 2021
Thomas Spooner, Danial Dervovic, Jason Long, Jon Shepard, Jiahao Chen, Daniele Magazzeni

* 20 pages, 5 figures, 3 tables 

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Non-Parametric Stochastic Sequential Assignment With Random Arrival Times


Jun 09, 2021
Danial Dervovic, Parisa Hassanzadeh, Samuel Assefa, Prashant Reddy

* Accepted to IJCAI '21, full version with Supplementary Material 

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Calibrating Over-Parametrized Simulation Models: A Framework via Eligibility Set


May 27, 2021
Yuanlu Bai, Tucker Balch, Haoxian Chen, Danial Dervovic, Henry Lam, Svitlana Vyetrenko


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