Unsupervised learning of neurosymbolic encoders

Eric Zhan , Jennifer J Sun , Ann Kennedy , Yisong Yue
arXiv preprint arXiv:2107.13132

5
2021
Safe neurosymbolic learning with differentiable symbolic execution

Chenxi Yang , Swarat Chaudhuri
arXiv preprint arXiv:2203.07671

2
2022
A sampling-based motion planning framework for complex motor actions

Shlok Sobti , Rahul Shome , Swarat Chaudhuri , Lydia E Kavraki
Smpte Journal 6928 -6934

6
2021
Policy optimization with linear temporal logic constraints

Cameron Voloshin , Hoang Le , Swarat Chaudhuri , Yisong Yue
Advances in Neural Information Processing Systems 35 17690 -17702

2022
Guiding Safe Exploration with Weakest Preconditions

Greg Anderson , Swarat Chaudhuri , Isil Dillig
arXiv preprint arXiv:2209.14148

2022
Neurosymbolic programming for science

Jennifer J Sun , Megan Tjandrasuwita , Atharva Sehgal , Armando Solar-Lezama
arXiv preprint arXiv:2210.05050

1
2022
Natural language deduction with incomplete information

Zayne Sprague , Kaj Bostrom , Swarat Chaudhuri , Greg Durrett
arXiv preprint arXiv:2211.00614

1
2022
Interpreting expert annotation differences in animal behavior

Megan Tjandrasuwita , Jennifer J Sun , Ann Kennedy , Swarat Chaudhuri
arXiv preprint arXiv:2106.06114

6
2021
Deep Policy Optimization with Temporal Logic Constraints

Ameesh Shah , Cameron Voloshin , Chenxi Yang , Abhinav Verma
arXiv preprint arXiv:2404.11578

2024
A Probabilistic Framework for Modular Continual Learning

Lazar Valkov , Akash Srivastava , Swarat Chaudhuri , Charles Sutton
arXiv preprint arXiv:2306.06545

2023
Grounding Data Science Code Generation with Input-Output Specifications

Yeming Wen , Pengcheng Yin , Kensen Shi , Henryk Michalewski
arXiv preprint arXiv:2402.08073

3
2024
Comparator automata in quantitative verification

Suguman Bansal , Swarat Chaudhuri , Moshe Y Vardi
Logical Methods in Computer Science 18

19
2022
Full presentation: Reasoning about machine ethics

Swarat Chaudhuri , Moshe Y Vardi

1
2014
Component-based synthesis of table consolidation and transformation tasks from examples

Yu Feng , Ruben Martins , Jacob Van Geffen , Isil Dillig
ACM SIGPLAN Notices 52 ( 6) 422 -436

211
2017
Synthesizing transformations on hierarchically structured data

Navid Yaghmazadeh , Christian Klinger , Isil Dillig , Swarat Chaudhuri
ACM SIGPLAN Notices 51 ( 6) 508 -521

71
2016
Bounded policy synthesis for POMDPs with safe-reachability objectives

Yue Wang , Swarat Chaudhuri , Lydia E Kavraki
arXiv preprint arXiv:1801.09780

44
2018
Natural language deduction through search over statement compositions

Kaj Bostrom , Zayne Sprague , Swarat Chaudhuri , Greg Durrett
arXiv preprint arXiv:2201.06028

38
2022
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier.

Arkabandhu Chowdhury , Mingchao Jiang , Swarat Chaudhuri , Chris Jermaine
arXiv: Computer Vision and Pattern Recognition

18
2021
Bottom-up synthesis of recursive functional programs using angelic execution

Anders Miltner , Adrian Trejo Nuñez , Ana Brendel , Swarat Chaudhuri
Proceedings of the ACM on Programming Languages 6 ( POPL) 1 -29

32
2022