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A Dataset and Benchmark for Automatically Answering and Generating Machine Learning Final Exams


Jun 11, 2022
Sarah Zhang, Reece Shuttleworth, Derek Austin, Yann Hicke, Leonard Tang, Sathwik Karnik, Darnell Granberry, Iddo Drori

* 17 pages 

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A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More


Jan 04, 2022
Iddo Drori, Sunny Tran, Roman Wang, Newman Cheng, Kevin Liu, Leonard Tang, Elizabeth Ke, Nikhil Singh, Taylor L. Patti, Jayson Lynch, Avi Shporer, Nakul Verma, Eugene Wu, Gilbert Strang

* 128 pages, 250 tables 

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Tracking Blobs in the Turbulent Edge Plasma of Tokamak Fusion Reactors


Nov 16, 2021
Woonghee Han, Randall A. Pietersen, Rafael Villamor-Lora, Matthew Beveridge, Nicola Offeddu, Theodore Golfinopoulos, Christian Theiler, James L. Terry, Earl S. Marmar, Iddo Drori

* 8 pages, 9 figures 

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Solving Probability and Statistics Problems by Program Synthesis


Nov 16, 2021
Leonard Tang, Elizabeth Ke, Nikhil Singh, Nakul Verma, Iddo Drori

* 33 pages, 4 figures 

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Solving Linear Algebra by Program Synthesis


Nov 16, 2021
Iddo Drori, Nakul Verma

* 32 pages, 3 figures 

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AlphaD3M: Machine Learning Pipeline Synthesis


Nov 03, 2021
Iddo Drori, Yamuna Krishnamurthy, Remi Rampin, Raoni de Paula Lourenco, Jorge Piazentin Ono, Kyunghyun Cho, Claudio Silva, Juliana Freire

* ICML 2018 AutoML Workshop 

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Predicting Critical Biogeochemistry of the Southern Ocean for Climate Monitoring


Oct 30, 2021
Ellen Park, Jae Deok Kim, Nadege Aoki, Yumeng Melody Cao, Yamin Arefeen, Matthew Beveridge, David Nicholson, Iddo Drori

* Tackling Climate Change with Machine Learning workshop at NeurIPS 2021 
* 6 pages, 4 figures 

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Predicting Atlantic Multidecadal Variability


Oct 29, 2021
Glenn Liu, Peidong Wang, Matthew Beveridge, Young-Oh Kwon, Iddo Drori

* Tackling Climate Change with Machine Learning workshop at NeurIPS 2021 
* 7 pages, 3 figures 

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Top 3 in FG 2021 Families In the Wild Kinship Verification Challenge


Oct 27, 2021
Junyi Huang, Maxwell Benjamin Strome, Ian Jenkins, Parker Williams, Bo Feng, Yaning Wang, Roman Wang, Vaibhav Bagri, Newman Cheng, Iddo Drori

* IEEE International Conference on Automatic Face and Gesture Recognition, Recognizing Families In the Wild Kinship Verification Challenge, 2021 

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