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Simulation Intelligence: Towards a New Generation of Scientific Methods


Dec 06, 2021
Alexander Lavin, Hector Zenil, Brooks Paige, David Krakauer, Justin Gottschlich, Tim Mattson, Anima Anandkumar, Sanjay Choudry, Kamil Rocki, Atılım Güneş Baydin, Carina Prunkl, Brooks Paige, Olexandr Isayev, Erik Peterson, Peter L. McMahon, Jakob Macke, Kyle Cranmer, Jiaxin Zhang, Haruko Wainwright, Adi Hanuka, Manuela Veloso, Samuel Assefa, Stephan Zheng, Avi Pfeffer


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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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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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Copula Flows for Synthetic Data Generation


Jan 03, 2021
Sanket Kamthe, Samuel Assefa, Marc Deisenroth

* Working paper 

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SURF: Improving classifiers in production by learning from busy and noisy end users


Oct 12, 2020
Joshua Lockhart, Samuel Assefa, Ayham Alajdad, Andrew Alexander, Tucker Balch, Manuela Veloso

* Will appear in ACM International Conference on AI in Finance (ICAIF '20), October 15-16, 2020, New York, NY, USA 

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Some people aren't worth listening to: periodically retraining classifiers with feedback from a team of end users


Apr 27, 2020
Joshua Lockhart, Samuel Assefa, Tucker Balch, Manuela Veloso

* Presented at the 2019 ICML Workshop on AI in Finance: Applications and Infrastructure for Multi-Agent Learning. Long Beach, CA 

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