Neill, Daniel B.

15 publications

TMLR 2026 Auditing Predictive Models for Intersectional Biases Kate Boxer, Edward McFowland Iii, Daniel B. Neill

AAAI 2023 Detecting Anomalous Networks of Opioid Prescribers and Dispensers in Prescription Drug Data Katie Rosman, Daniel B. Neill

JMLR 2023 Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-Observable Estimators Benjamin Jakubowski, Sriram Somanchi, Edward McFowland Iii, Daniel B. Neill

AISTATS 2023 Positional Encoder Graph Neural Networks for Geographic Data Konstantin Klemmer, Nathan S. Safir, Daniel B. Neill

AAAI 2023 Provable Detection of Propagating Sampling Bias in Prediction Models Pavan Ravishankar, Qingyu Mo, Edward McFowland Iii, Daniel B. Neill

AAAI 2022 Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs Chunpai Wang, Daniel B. Neill, Feng Chen

AAAI 2022 SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss Konstantin Klemmer, Tianlin Xu, Beatrice Acciaio, Daniel B. Neill

JMLR 2019 Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction William Herlands, Daniel B. Neill, Hannes Nickisch, Andrew Gordon Wilson

AISTATS 2018 Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-Iid Data William Herlands, Edward McFowland, Andrew Gordon Wilson, Daniel B. Neill

AISTATS 2016 Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces William Herlands, Andrew Gordon Wilson, Hannes Nickisch, Seth R. Flaxman, Daniel B. Neill, Wilbert Van Panhuis, Eric P. Xing

JMLR 2013 Fast Generalized Subset Scan for Anomalous Pattern Detection Edward McFowland Iii, Skyler Speakman, Daniel B. Neill

MLJ 2010 A Multivariate Bayesian Scan Statistic for Early Event Detection and Characterization Daniel B. Neill, Gregory F. Cooper

NeurIPS 2005 A Bayesian Spatial Scan Statistic Daniel B. Neill, Andrew W. Moore, Gregory F. Cooper

NeurIPS 2004 Detecting Significant Multidimensional Spatial Clusters Daniel B. Neill, Andrew W. Moore, Francisco Pereira, Tom M. Mitchell

NeurIPS 2003 A Fast Multi-Resolution Method for Detection of Significant Spatial Disease Clusters Daniel B. Neill, Andrew W. Moore