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2020 – today
- 2024
[j7]Rui Cao, Evan Olawsky, Edward McFowland, Erin Marcotte, Logan Spector
, Tianzhong Yang:
Subset scanning for multi-trait analysis using GWAS summary statistics. Bioinform. 40(1) (2024)- 2023
- [j6]Benjamin Jakubowski, Sriram Somanchi, Edward McFowland III, Daniel B. Neill:
Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators. J. Mach. Learn. Res. 24: 133:1-133:57 (2023) - [j5]Ravi Bapna, Edward McFowland, Probal Mojumder, Jui Ramaprasad, Akhmed Umyarov:
So, Who Likes You? Evidence from a Randomized Field Experiment. Manag. Sci. 69(7): 3939-3957 (2023) - [c4]Pavan Ravishankar, Qingyu Mo, Edward McFowland III, Daniel B. Neill:
Provable Detection of Propagating Sampling Bias in Prediction Models. AAAI 2023: 9562-9569 - [i9]Pavan Ravishankar, Qingyu Mo, Edward McFowland III, Daniel B. Neill:
Provable Detection of Propagating Sampling Bias in Prediction Models. CoRR abs/2302.06752 (2023) - [i8]Neil Menghani, Edward McFowland III, Daniel B. Neill:
Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness. CoRR abs/2306.11181 (2023) - [i7]Kate S. Boxer, Edward McFowland III, Daniel B. Neill:
Auditing Predictive Models for Intersectional Biases. CoRR abs/2306.13064 (2023) - [i6]Tanya Akumu, Celia Cintas, Girmaw Abebe Tadesse, Adebayo Oshingbesan, Skyler Speakman, Edward McFowland III:
Efficient Representation of the Activation Space in Deep Neural Networks. CoRR abs/2312.08143 (2023) - 2022
- [j4]Charles R. Doss, Edward McFowland:
Nonparametric Subset Scanning for Detection of Heteroscedasticity. J. Comput. Graph. Stat. 31(3): 813-823 (2022) - [j3]Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam:
Pattern detection in the activation space for identifying synthesized content. Pattern Recognit. Lett. 153: 207-213 (2022) - 2021
- [j2]Edward McFowland III, Sandeep Gangarapu, Ravi Bapna, Tianshu Sun:
A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects. MIS Q. 45(4): 1807-1832 (2021) - [i5]Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam:
Pattern Detection in the Activation Space for Identifying Synthesized Content. CoRR abs/2105.12479 (2021) - 2020
- [c3]Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland:
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error. IJCAI 2020: 876-882 - [i4]Mochen Yang, Edward McFowland III, Gordon Burtch, Gediminas Adomavicius:
Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem. CoRR abs/2012.10790 (2020)
2010 – 2019
- 2018
- [c2]William Herlands, Edward McFowland, Andrew Gordon Wilson, Daniel B. Neill:
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data. AISTATS 2018: 425-434 - [c1]William Herlands, Edward McFowland III, Andrew Gordon Wilson, Daniel B. Neill:
Automated Local Regression Discontinuity Design Discovery. KDD 2018: 1512-1520 - [r2]Skyler Speakman, Sriram Somanchi, Edward McFowland III, Daniel B. Neill:
Disease Surveillance: Case Study. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i3]William Herlands, Edward McFowland III, Andrew Gordon Wilson, Daniel B. Neill:
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data. CoRR abs/1804.01466 (2018) - [i2]Skyler Speakman, Srihari Sridharan, Sekou L. Remy, Komminist Weldemariam, Edward McFowland:
Subset Scanning Over Neural Network Activations. CoRR abs/1810.08676 (2018) - 2016
- [i1]Cosma Rohilla Shalizi, Edward McFowland III:
Controlling for Latent Homophily in Social Networks through Inferring Latent Locations. CoRR abs/1607.06565 (2016) - 2014
- [r1]Skyler Speakman, Sriram Somanchi, Edward McFowland, Daniel B. Neill:
Disease Surveillance, Case Study. Encyclopedia of Social Network Analysis and Mining 2014: 380-385 - 2013
- [j1]Edward McFowland, Skyler Speakman, Daniel B. Neill:
Fast generalized subset scan for anomalous pattern detection. J. Mach. Learn. Res. 14(1): 1533-1561 (2013)
Coauthor Index
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