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Justin Gottschlich

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

Nov 06, 2020
Niranjan Hasabnis, Justin Gottschlich

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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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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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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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