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Fri 13 Nov 2020 01:35 - 01:36 at Virtual room 2 - SAT and Synthesis

We present a new framework and associated synthesis algorithms for
program synthesis over noisy data, i.e., data that may contain
incorrect/corrupted input-output examples. This framework is based on
an extension of finite tree automata called {\em state-weighted finite tree
automata}. We show how to apply this framework to formulate and solve
a variety of program synthesis problems over noisy data. Results from
our implemented system running on problems from the SyGuS 2018 benchmark
suite highlight its ability to successfully synthesize programs in the
face of noisy data sets, including the ability to synthesize a correct
program even when every input-output example in the data set is corrupted.

Fri 13 Nov

Displayed time zone: (UTC) Coordinated Universal Time change

01:30 - 02:00
01:30
2m
Talk
AlloyMC: Alloy Meets Model Counting
Tool Demos
Jiayi Yang University of Texas at Austin, USA, Wenxi Wang University of Texas at Austin, USA, Darko Marinov University of Illinois at Urbana-Champaign, Sarfraz Khurshid University of Texas at Austin
DOI
01:32
2m
Talk
HISyn: Human Learning-Inspired Natural Language Programming
Research Papers
Zifan Nan North Carolina State University, USA, Hui Guan University of Massachusetts at Amherst, USA, Xipeng Shen North Carolina State University, USA
DOI
01:35
1m
Talk
Inductive Program Synthesis over Noisy Data
Research Papers
Shivam Handa Massachusetts Institute of Technology, USA, Martin C. Rinard Massachusetts Institute of Technology, USA
DOI
01:37
1m
Talk
MCBAT: A Practical Tool for Model Counting Constraints on Bounded Integer Arrays
Tool Demos
Abtin Molavi Harvey Mudd College, USA, Mara Downing Harvey Mudd College, USA, Tommy Schneider Harvey Mudd College, USA, Lucas Bang Harvey Mudd College
DOI
01:39
1m
Talk
SVMRanker: A General Termination Analysis Framework of Loop Programs via SVM
Tool Demos
Xie Li , Yi Li Nanyang Technological University, Singapore, Yong Li Institute of Software, Chinese Academy of Sciences, Xuechao Sun Institute of Software at Chinese Academy of Sciences, China, Andrea Turrini State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Lijun Zhang Institute of Software, Chinese Academy of Sciences
DOI
01:41
19m
Talk
Conversations on SAT and Synthesis
Paper Presentations
Abtin Molavi Harvey Mudd College, USA, Jiayi Yang University of Texas at Austin, USA, Lucas Bang Harvey Mudd College, Xie Li , Zifan Nan North Carolina State University, USA, Shivam Handa Massachusetts Institute of Technology, USA, M: Abhik Roychoudhury National University of Singapore, Singapore