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Joshua T. Vogelstein

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Out-of-distribution and in-distribution posterior calibration using Kernel Density Polytopes



Jayanta Dey , Ashwin De Silva , Will LeVine , Jong M. Shin , Haoyin Xu , Ali Geisa , Tiffany Chu , Leyla Isik , Joshua T. Vogelstein


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Out-of-distribution Detection Using Kernel Density Polytopes



Jayanta Dey , Ashwin De Silva , Will LeVine , Jong M. Shin , Haoyin Xu , Ali Geisa , Tiffany Chu , Leyla Isik , Joshua T. Vogelstein


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Prospective Learning: Back to the Future



Joshua T. Vogelstein , Timothy Verstynen , Konrad P. Kording , Leyla Isik , John W. Krakauer , Ralph Etienne-Cummings , Elizabeth L. Ogburn , Carey E. Priebe , Randal Burns , Kwame Kutten , James J. Knierim , James B. Potash , Thomas Hartung , Lena Smirnova , Paul Worley , Alena Savonenko , Ian Phillips , Michael I. Miller , Rene Vidal , Jeremias Sulam , Adam Charles , Noah J. Cowan , Maxim Bichuch , Archana Venkataraman , Chen Li , Nitish Thakor , Justus M Kebschull , Marilyn Albert , Jinchong Xu , Marshall Hussain Shuler , Brian Caffo , Tilak Ratnanather , Ali Geisa , Seung-Eon Roh , Eva Yezerets , Meghana Madhyastha , Javier J. How , Tyler M. Tomita , Jayanta Dey , Ningyuan , Huang , Jong M. Shin , Kaleab Alemayehu Kinfu , Pratik Chaudhari , Ben Baker , Anna Schapiro , Dinesh Jayaraman , Eric Eaton , Michael Platt , Lyle Ungar , Leila Wehbe , Adam Kepecs , Amy Christensen , Onyema Osuagwu , Bing Brunton , Brett Mensh , Alysson R. Muotri , Gabriel Silva , Francesca Puppo , Florian Engert , Elizabeth Hillman , Julia Brown , Chris White , Weiwei Yang


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Graph Matching via Optimal Transport



Ali Saad-Eldin , Benjamin D. Pedigo , Carey E. Priebe , Joshua T. Vogelstein


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Streaming Decision Trees and Forests



Haoyin Xu , Jayanta Dey , Sambit Panda , Joshua T. Vogelstein


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Towards a theory of out-of-distribution learning



Ali Geisa , Ronak Mehta , Hayden S. Helm , Jayanta Dey , Eric Eaton , Jeffery Dick , Carey E. Priebe , Joshua T. Vogelstein


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When are Deep Networks really better than Random Forests at small sample sizes?



Haoyin Xu , Michael Ainsworth , Yu-Chung Peng , Madi Kusmanov , Sambit Panda , Joshua T. Vogelstein


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Federated Causal Inference in Heterogeneous Observational Data



Ruoxuan Xiong , Allison Koenecke , Michael Powell , Zhu Shen , Joshua T. Vogelstein , Susan Athey


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