| Fairness under unawareness: Assessing disparity when protected class is unobserved J Chen, N Kallus, X Mao, G Svacha, M Udell Proceedings of the ACM Conference on Fairness, Accountability, and …, 2019 | 441 | 2019 |
| Systematic parametrization of polarizable force fields from quantum chemistry data LP Wang, J Chen, T Van Voorhis Journal of chemical theory and computation 9 (1), 452-460, 2013 | 254 | 2013 |
| QTPIE: Charge transfer with polarization current equalization. A fluctuating charge model with correct asymptotics J Chen, TJ Martínez Chemical physics letters 438 (4-6), 315-320, 2007 | 237 | 2007 |
| Julia: Dynamism and performance reconciled by design J Bezanson, J Chen, B Chung, S Karpinski, VB Shah, J Vitek, L Zoubritzky Proceedings of the ACM on Programming Languages 2 (OOPSLA), 1-23, 2018 | 157 | 2018 |
| Investigating the dearomative rearrangement of biaryl phosphine-ligated Pd (II) complexes PJ Milner, TJ Maimone, M Su, J Chen, P Müller, SL Buchwald Journal of the American Chemical Society 134 (48), 19922-19934, 2012 | 100 | 2012 |
| Robust benchmarking in noisy environments J Chen, J Revels, A Edelman IEEE High Performance Extreme Computing Conference, 2016 | 99 | 2016 |
| FACT: A diagnostic for group fairness trade-offs JS Kim, J Chen, A Talwalkar Proceedings of Machine Learning Research 119, 5264-5274, 2020 | 79 | 2020 |
| Nonlinear dimensionality reduction for nonadiabatic dynamics: The influence of conical intersection topography on population transfer rates AM Virshup, J Chen, TJ Martínez The Journal of chemical physics 137 (22), 2012 | 79 | 2012 |
| Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training S Qian, HV Pham, T Lutellier, Z Hu, J Kim, L Tan, Y Yu, J Chen, S Shah Advances in Neural Information Processing Systems 34, 2021 | 67 | 2021 |
| A unified theoretical framework for fluctuating-charge models in atom-space and in bond-space J Chen, D Hundertmark, TJ Martínez The Journal of chemical physics 129 (21), 2008 | 64 | 2008 |
| The four-fifths rule is not disparate impact: a woeful tale of epistemic trespassing in algorithmic fairness EA Watkins, J Chen Proceedings of the 2024 ACM Conference on Fairness, Accountability, and …, 2024 | 62 | 2024 |
| Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services E Kurshan, H Shen, J Chen Proceedings of the 1st International Conference on AI in Finance (ICAIF '20), 2020 | 57 | 2020 |
| Array operators using multiple dispatch: A design methodology for array implementations in dynamic languages J Bezanson, J Chen, S Karpinski, V Shah, A Edelman Proceedings of ACM SIGPLAN international workshop on libraries, languages …, 2014 | 48 | 2014 |
| Charge conservation in electronegativity equalization and its implications for the electrostatic properties of fluctuating-charge models J Chen, TJ Martínez The Journal of chemical physics 131 (4), 2009 | 47 | 2009 |
| Model-Based Counterfactual Synthesizer for Interpretation F Yang, SS Alva, J Chen, X Hu KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge …, 2021 | 43 | 2021 |
| Counterfactual explanations for arbitrary regression models T Spooner, D Dervovic, J Long, J Shepard, J Chen, D Magazzeni arXiv preprint arXiv:2106.15212, 2021 | 43 | 2021 |
| Fair lending needs explainable models for responsible recommendation J Chen Proceedings of the 2nd ACM Recommender Systems Workshop on Responsible …, 2018 | 39 | 2018 |
| On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services J Chen, V Storchan, E Kurshan Proceedings of the 2nd ACM International Conference on AI in Finance (ICAIF '21), 2021 | 36* | 2021 |
| A Chemically Competent Thiosulfuranyl Radical on the Escherichia coli Class III Ribonucleotide Reductase Y Wei, G Mathies, K Yokoyama, J Chen, RG Griffin, JA Stubbe Journal of the American Chemical Society 136 (25), 9001-9013, 2014 | 35 | 2014 |
| Robust benchmarking in noisy environments. arXiv e-prints J Chen, J Revels arXiv preprint arXiv:1608.04295 1608, 2016 | 30 | 2016 |
Troy Van VoorhisMITVerified email at mit.edu
