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Justin Gottschlich

Intel Labs, University of Pennsylvania

Synthesizing Programs with Continuous Optimization


Nov 02, 2022
Shantanu Mandal, Todd A. Anderson, Javier Turek, Justin Gottschlich, Abdullah Muzahid

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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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Toward Code Generation: A Survey and Lessons from Semantic Parsing


Apr 26, 2021
Celine Lee, Justin Gottschlich, Dan Roth

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* 12 pages, 6 figures 

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ControlFlag: A Self-supervised Idiosyncratic Pattern Detection System for Software Control Structures


Nov 06, 2020
Niranjan Hasabnis, Justin Gottschlich

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* 12 pages, 3 figures, 2 tables 

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Class-Weighted Evaluation Metrics for Imbalanced Data Classification


Oct 12, 2020
Akhilesh Gupta, Nesime Tatbul, Ryan Marcus, Shengtian Zhou, Insup Lee, Justin Gottschlich

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* 11 pages 

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MISIM: An End-to-End Neural Code Similarity System


Jun 15, 2020
Fangke Ye, Shengtian Zhou, Anand Venkat, Ryan Marcus, Nesime Tatbul, Jesmin Jahan Tithi, Paul Petersen, Timothy Mattson, Tim Kraska, Pradeep Dubey, Vivek Sarkar, Justin Gottschlich

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* arXiv admin note: text overlap with arXiv:2003.11118 

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Software Language Comprehension using a Program-Derived Semantic Graph


Apr 03, 2020
Roshni G. Iyer, Yizhou Sun, Wei Wang, Justin Gottschlich

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Context-Aware Parse Trees


Mar 24, 2020
Fangke Ye, Shengtian Zhou, Anand Venkat, Ryan Marcus, Paul Petersen, Jesmin Jahan Tithi, Tim Mattson, Tim Kraska, Pradeep Dubey, Vivek Sarkar, Justin Gottschlich

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