When deep learning met code search J Cambronero, H Li, S Kim, K Sen, S Chandra Proceedings of the 2019 27th ACM Joint Meeting on European Software …, 2019 | 232 | 2019 |
Repair Is Nearly Generation: Multilingual Program Repair with LLMs H Joshi, J Cambronero, S Gulwani, V Le, I Radicek, G Verbruggen arXiv preprint arXiv:2208.11640, 2022 | 63 | 2022 |
Query optimization for dynamic imputation J Cambronero, JK Feser, MJ Smith, S Madden Proceedings of the VLDB Endowment 10 (11), 1310-1321, 2017 | 41 | 2017 |
Repairing Bugs in Python Assignments Using Large Language Models J Zhang, J Cambronero, S Gulwani, V Le, R Piskac, G Soares, ... arXiv preprint arXiv:2209.14876, 2022 | 40 | 2022 |
Development and validation of a pancreatic cancer risk model for the general population using electronic health records: An observational study L Appelbaum, JP Cambronero, JP Stevens, S Horng, K Pollick, G Silva, ... European Journal of Cancer 143, 19-30, 2020 | 37 | 2020 |
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models T Phung, J Cambronero, S Gulwani, T Kohn, R Majumdar, A Singla, ... arXiv preprint arXiv:2302.04662, 2023 | 33 | 2023 |
AL: autogenerating supervised learning programs JP Cambronero, MC Rinard Proceedings of the ACM on Programming Languages 3 (OOPSLA), 1-28, 2019 | 20 | 2019 |
FlashFill++: Scaling Programming by Example by Cutting to the Chase J Cambronero, S Gulwani, V Le, D Perelman, A Radhakrishna, C Simon, ... Proceedings of the ACM on Programming Languages 7 (POPL), 952-981, 2023 | 19 | 2023 |
AMS: generating AutoML search spaces from weak specifications JP Cambronero, J Cito, MC Rinard Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 16 | 2020 |
Characterizing developer use of automatically generated patches JP Cambronero, J Shen, J Cito, E Glassman, M Rinard 2019 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2019 | 16 | 2019 |
Active learning for software engineering JP Cambronero, THY Dang, N Vasilakis, J Shen, J Wu, MC Rinard Proceedings of the 2019 ACM SIGPLAN International Symposium on New Ideas …, 2019 | 13 | 2019 |
Doing more with less: characterizing dataset downsampling for AutoML F Zogaj, JP Cambronero, MC Rinard, J Cito Proceedings of the VLDB Endowment 14 (11), 2059-2072, 2021 | 11 | 2021 |
Development of a pancreatic cancer prediction model using a multinational medical records database. L Appelbaum, A Berg, JP Cambronero, THY Dang, CC Jin, L Zhang, ... Journal of Clinical Oncology 39 (3_suppl), 394-394, 2021 | 6 | 2021 |
LoopStack: a Lightweight Tensor Algebra Compiler Stack B Wasti, JP Cambronero, B Steiner, H Leather, A Zlateski arXiv preprint arXiv:2205.00618, 2022 | 3 | 2022 |
CORNET: A neurosymbolic approach to learning conditional table formatting rules by example M Singh, J Cambronero, S Gulwani, V Le, C Negreanu, M Raza, ... arXiv preprint arXiv:2208.06032, 2022 | 2 | 2022 |
Searching for Replacement Classes M Samak, JP Cambronero, MC Rinard arXiv preprint arXiv:2110.05638, 2021 | 2 | 2021 |
Incremental Color Quantization for Color-Vision-Deficient Observers Using Mobile Gaming Data J Cambronero, P Stanley-Marbell, M Rinard arXiv preprint arXiv:1803.08420, 2018 | 2 | 2018 |
FLAME: A small language model for spreadsheet formulas H Joshi, A Ebenezer, J Cambronero, S Gulwani, A Kanade, V Le, ... arXiv preprint arXiv:2301.13779, 2023 | 1 | 2023 |
Development and validation of a pancreatic cancer prediction model from electronic health records using machine learning. L Appelbaum, JP Cambronero, K Pollick, G Silva, JP Stevens, HJ Mamon, ... Journal of Clinical Oncology 38 (4_suppl), 679-679, 2020 | 1 | 2020 |
Inferring Drop-in Binary Parsers from Program Executions THY Dang, JP Cambronero, MC Rinard arXiv preprint arXiv:2104.09669, 2021 | | 2021 |