| Navigating the jagged technological frontier: Field experimental evidence of the effects of AI on knowledge worker productivity and quality F Dell'Acqua, E McFowland III, ER Mollick, H Lifshitz-Assaf, K Kellogg, ... Harvard Business School Technology & Operations Mgt. Unit Working Paper, 2023 | 437 | 2023 |
| Fast generalized subset scan for anomalous pattern detection E McFowland III, S Speakman, DB Neill Journal of Machine Learning Research 14, 1533-1561, 2013 | 133 | 2013 |
| Estimating causal peer influence in homophilous social networks by inferring latent locations E McFowland III, CR Shalizi Journal of the American Statistical Association 118 (541), 707-718, 2023 | 61 | 2023 |
| Fast subset scan for multivariate event detection DB Neill, E McFowland III, H Zheng Statistics in medicine 32 (13), 2185-2208, 2013 | 59 | 2013 |
| Scalable detection of anomalous patterns with connectivity constraints S Speakman, E McFowland III, DB Neill Journal of Computational and Graphical Statistics 24 (4), 1014-1033, 2015 | 54 | 2015 |
| Penalized fast subset scanning S Speakman, S Somanchi, E McFowland III, DB Neill Journal of Computational and Graphical Statistics 25 (2), 382-404, 2016 | 48 | 2016 |
| Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection E McFowland III, S Somanchi, DB Neill arXiv preprint arXiv:1803.09159, 2018 | 46 | 2018 |
| Detecting adversarial attacks via subset scanning of autoencoder activations and reconstruction error C Cintas, S Speakman, V Akinwande, W Ogallo, K Weldemariam, ... Proceedings of the Twenty-Ninth International Conference on International …, 2021 | 31 | 2021 |
| A prescriptive analytics framework for optimal policy deployment using heterogeneous treatment effects. E McFowland III, S Gangarapu, R Bapna, T Sun MIS Quarterly 45 (4), 2021 | 26 | 2021 |
| & Lakhani, KR (2023). Navigating the jagged technological frontier: Field experimental evidence of the effects of AI on knowledge worker productivity and quality F Dell'Acqua, E McFowland, ER Mollick, H Lifshitz-Assaf, K Kellogg, ... Harvard Business School Technology & Operations Mgt. Unit Working Paper, 24-013, 0 | 25 | |
| Automated local regression discontinuity design discovery W Herlands, E McFowland III, AG Wilson, DB Neill Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018 | 20 | 2018 |
| Gaussian process subset scanning for anomalous pattern detection in non-iid data W Herlands, E McFowland, A Wilson, D Neill International conference on artificial intelligence and statistics, 425-434, 2018 | 20 | 2018 |
| Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality (September 15, 2023). Harvard … F Dell'Acqua, E McFowland, ER Mollick, H Lifshitz-Assaf, K Kellogg, ... Available at SSRN 4573321, 0 | 16 | |
| Subset scanning over neural network activations S Speakman, S Sridharan, S Remy, K Weldemariam, E McFowland arXiv preprint arXiv:1810.08676, 2018 | 13 | 2018 |
| Achieving reliable causal inference with data-mined variables: A random forest approach to the measurement error problem M Yang, E McFowland III, G Burtch, G Adomavicius INFORMS Journal on Data Science 1 (2), 138-155, 2022 | 11 | 2022 |
| Pattern detection in the activation space for identifying synthesized content C Cintas, S Speakman, GA Tadesse, V Akinwande, E McFowland III, ... Pattern Recognition Letters 153, 207-213, 2022 | 8 | 2022 |
| Commentary on “Causal decision making and causal effect estimation are not the same… and why it matters” E McFowland III INFORMS Journal on Data Science 1 (1), 21-22, 2022 | 4 | 2022 |
| Provable detection of propagating sampling bias in prediction models P Ravishankar, Q Mo, E McFowland III, DB Neill Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9562-9569, 2023 | 3 | 2023 |
| Fast subset scan for multivariate spatial biosurveillance DB Neill, E McFowland III, H Zheng International Society for Disease Surveillance Conference 2010: Enhancing …, 2011 | 3 | 2011 |
| So, Who Likes You? Evidence from a Randomized Field Experiment R Bapna, E McFowland III, P Mojumder, J Ramaprasad, A Umyarov Management Science 69 (7), 3939-3957, 2023 | 2 | 2023 |
