| Confident learning: Estimating uncertainty in dataset labels CG Northcutt, L Jiang, IL Chuang Journal of Artificial Intelligence Research 70, 1373-1411, 2021 | 787 | 2021 |
| HarvardX and MITx: Two years of open online courses fall 2012-summer 2014 A Ho, I Chuang, J Reich, C Coleman, J Whitehill, C Northcutt, J Williams, ... Available at SSRN 2586847, 2015 | 779 | 2015 |
| Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks CG Northcutt, A Athalye, J Mueller NeurIPS 2021 Datasets and Benchmarks Track, 2021 | 636 | 2021 |
| Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels CG Northcutt, T Wu, IL Chuang Uncertainty in Artificial Intelligence (UAI) 2017, 2017 | 202 | 2017 |
| Deterring cheating in online environments H Corrigan-Gibbs, N Gupta, C Northcutt, E Cutrell, W Thies ACM Transactions on Computer-Human Interaction (TOCHI) 22 (6), 1-23, 2015 | 139 | 2015 |
| Detecting and preventing “multiple-account” cheating in massive open online courses CG Northcutt, AD Ho, IL Chuang Computers & Education 100, 71-80, 2016 | 136 | 2016 |
| Pervasive label errors in test sets destabilize machine learning benchmarks. arXiv 2021 CG Northcutt, A Athalye, J Mueller arXiv preprint arXiv:2103.14749, 0 | 35 | |
| Rapformer: Conditional rap lyrics generation with denoising autoencoders NI Nikolov, E Malmi, CG Northcutt, L Parisi arXiv preprint arXiv:2004.03965, 2020 | 33 | 2020 |
| EgoCom: A Multi-person Multi-modal Egocentric Communications Dataset CG Northcutt, S Zha, S Lovegrove, R Newcombe IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 | 29 | 2020 |
| Measuring and maximizing the effectiveness of honor codes in online courses H Corrigan-Gibbs, N Gupta, C Northcutt, E Cutrell, W Thies Proceedings of the second (2015) ACM conference on learning@ scale, 223-228, 2015 | 22 | 2015 |
| Identifying incorrect annotations in multi-label classification data A Thyagarajan, E Snorrason, C Northcutt, J Mueller arXiv preprint arXiv:2211.13895, 2022 | 14 | 2022 |
| DMLR: Data-centric Machine Learning Research--Past, Present and Future L Oala, M Maskey, L Bat-Leah, A Parrish, NM Gürel, TS Kuo, Y Liu, R Dror, ... arXiv preprint arXiv:2311.13028, 2023 | 11 | 2023 |
| Comment ranking diversification in forum discussions CG Northcutt, KA Leon, N Chen Proceedings of the Fourth (2017) ACM Conference on Learning@ Scale, 327-330, 2017 | 9 | 2017 |
| MITx: Two years of open online courses fall 2012-summer 2014 AD Ho, I Chuang, J Reich, CA Coleman, J Whitehill, CG Northcutt, ... SSRN Electronic Journal 10, 1-37, 2015 | 9 | 2015 |
| Security of cyber-physical systems: A generalized algorithm for intrusion detection and determining security robustness of cyber physical systems using logical truth tables CG Northcutt Vanderbilt Undergraduate Research Journal 9, 2013 | 6 | 2013 |
| Confident Learning for Machines and Humans CG Northcutt Massachusetts Institute of Technology, 2021 | 1 | 2021 |
| Classification with noisy labels:" Multiple Account" cheating detection in Open Online Courses CG Northcutt Massachusetts Institute of Technology, 2017 | 1 | 2017 |
| Webcam-based Heart Rate Detection via Facial Photoplethysmography CG Northcutt, RL Negley, A Striegel | | |
I. ChuangProfessor of EECS and Professor of Physics, MIT; Senior Associate Dean of Digital LearningVerified email at mit.edu