Tyler H. McCormick

38 papers A* 2Journal 32Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Active Learning for Regression via Reinforcement Learning. CoRR Simon Nguyen, Troy Russo, Kentaro Hoffman, Tyler H. McCormick
2026	J	`jnl`	REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees. CoRR Simon D. Nguyen, Hayden McTavish, Kentaro Hoffman, Cynthia Rudin, Tyler H. McCormick
2026	J	`jnl`	Spatially Robust Inference with Predicted and Missing at Random Labels. CoRR Stephen Salerno, Zhenke Wu, Tyler H. McCormick
2025	J	`jnl`	Do We Really Even Need Data? A Modern Look at Drawing Inference with Predicted Data. CoRR Stephen Salerno, Kentaro Hoffman, Awan Afiaz, Anna Neufeld, Tyler H. McCormick, Jeffrey T. Leek
2025	J	`jnl`	LAVA: Language Model Assisted Verbal Autopsy for Cause-of-Death Determination. CoRR Yiqun T. Chen, Tyler H. McCormick, Li Liu, Abhirup Datta
2025	J	`jnl`	Spectral goodness-of-fit tests for complete and partial network data. Netw. Sci. Shane Lubold, Bolun Liu, Tyler H. McCormick
2025	J	`jnl`	Unique Rashomon Sets for Robust Active Learning. CoRR Simon Nguyen, Kentaro Hoffman, Tyler H. McCormick
2025	J	`jnl`	ipd: an R package for conducting inference on predicted data. Bioinform. Stephen Salerno, Jiacheng Miao, Awan Afiaz, Kentaro Hoffman, Anna Neufeld, Qiongshi Lu, Tyler H. McCormick, Jeffrey T. Leek
2024	J	`jnl`	Bayesian Hyperbolic Multidimensional Scaling. J. Comput. Graph. Stat. Bolun Liu, Shane Lubold, Adrian E. Raftery, Tyler H. McCormick
2024	J	`jnl`	Do We Really Even Need Data? CoRR Kentaro Hoffman, Stephen Salerno, Awan Afiaz, Jeffrey T. Leek, Tyler H. McCormick
2024	J	`jnl`	From Narratives to Numbers: Valid Inference Using Language Model Predictions from Verbal Autopsy Narratives. CoRR Shuxian Fan, Adam Visokay, Kentaro Hoffman, Stephen Salerno, Li Liu, Jeffrey T. Leek, Tyler H. McCormick
2024	J	`jnl`	Model-Based Inference and Experimental Design for Interference Using Partial Network Data. CoRR Steven Wilkins-Reeves, Shane Lubold, Arun G. Chandrasekhar, Tyler H. McCormick
2024	J	`jnl`	Non-robustness of diffusion estimates on networks with measurement error. CoRR Arun G. Chandrasekhar, Paul Goldsmith-Pinkham, Tyler H. McCormick, Samuel Thau, Jerry Wei
2024	J	`jnl`	Robustly estimating heterogeneity in factorial data using Rashomon Partitions. CoRR Aparajithan Venkateswaran, Anirudh Sankar, Arun G. Chandrasekhar, Tyler H. McCormick
2023	—	`conf`	Bayesian Active Questionnaire Design for Cause-of-Death Assignment Using Verbal Autopsies. CHIL Toshiya Yoshida, Trinity Shuxian Fan, Tyler H. McCormick, Zhenke Wu, Zehang Richard Li
2023	J	`jnl`	Sequential estimation of temporally evolving latent space network models. Comput. Stat. Data Anal. Kathryn Turnbull, Christopher Nemeth, Matthew A. Nunes, Tyler H. McCormick
2023	J	`jnl`	The openVA Toolkit for Verbal Autopsies. R J. Zehang Richard Li, Jason Thomas, Eungang Choi, Tyler H. McCormick, Samuel J. Clark
2022	J	`jnl`	Anomaly Detection in Large-Scale Networks With Latent Space Models. Technometrics Wesley Lee, Tyler H. McCormick, Joshua Neil, Cole Sodja, Yanran Cui
2022	J	`jnl`	Asymptotically Normal Estimation of Local Latent Network Curvature. CoRR Steven Wilkins-Reeves, Tyler H. McCormick
2022	J	`jnl`	Bayesian Hyperbolic Multidimensional Scaling. CoRR Bolun Liu, Shane Lubold, Adrian E. Raftery, Tyler H. McCormick
2022	J	`jnl`	Rethinking Nonlinear Instrumental Variable Models through Prediction Validity. J. Mach. Learn. Res. Chunxiao Li, Cynthia Rudin, Tyler H. McCormick
2021	A*	`conf`	Inference for Network Regression Models with Community Structure. ICML Mengjie Pan, Tyler H. McCormick, Bailey K. Fosdick
2021	J	`jnl`	Inference for Network Regression Models with Community Structure. CoRR Mengjie Pan, Tyler H. McCormick, Bailey K. Fosdick
2021	J	`jnl`	Spectral goodness-of-fit tests for complete and partial network data. CoRR Shane Lubold, Bolun Liu, Tyler H. McCormick
2021	J	`jnl`	The "given data" paradigm undermines both cultures. CoRR Tyler H. McCormick
2020	J	`jnl`	Identifying the latent space geometry of network models through analysis of curvature. CoRR Shane Lubold, Arun G. Chandrasekhar, Tyler H. McCormick
2019	J	`jnl`	Anomaly Detection in Large Scale Networks with Latent Space Models. CoRR Wesley Lee, Tyler H. McCormick, Joshua Neil, Cole Sodja
2019	A*	`conf`	Bayesian Joint Spike-and-Slab Graphical Lasso. ICML Zehang Richard Li, Tyler H. McCormick, Samuel J. Clark
2019	J	`jnl`	Consistently estimating graph statistics using Aggregated Relational Data. CoRR Emily Breza, Arun G. Chandrasekhar, Tyler H. McCormick, Mengjie Pan
2018	J	`jnl`	Bayesian Joint Spike-and-Slab Graphical Lasso. CoRR Zehang Richard Li, Tyler H. McCormick, Samuel J. Clark
2017	J	`jnl`	Redrawing the 'Color Line': Examining Racial Segregation in Associative Networks on Twitter. CoRR Nina L. Cesare, Hedwig Lee, Tyler H. McCormick, Emma S. Spiro
2017	J	`jnl`	Standard errors for regression on relational data with exchangeable errors. CoRR Tyler H. McCormick, Bailey K. Fosdick, Frank W. Marrs
2016	—	`conf`	Examining Community Policing on Twitter: Precinct Use and Community Response. SocInfo (1) Nina L. Cesare, Emma S. Spiro, Hedwig Lee, Tyler H. McCormick
2015	J	`jnl`	Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model. CoRR Benjamin Letham, Cynthia Rudin, Tyler H. McCormick, David Madigan
2014	J	`jnl`	Analytics for Power Grid Distribution Reliability in New York City. Interfaces Cynthia Rudin, Seyda Ertekin, Rebecca J. Passonneau, Axinia Radeva, Ashish Tomar, Boyi Xie, Stanley Lewis, Mark Riddle, Debbie Pangsrivinij, Tyler H. McCormick
2014	J	`jnl`	Big data, big results: Knowledge discovery in output from large-scale analytics. Stat. Anal. Data Min. Tyler H. McCormick, Rebecca Ferrell, Alan F. Karr, Patrick B. Ryan
2013	—	`conf`	An Interpretable Stroke Prediction Model using Rules and Bayesian Analysis. AAAI (Late-Breaking Developments) Benjamin Letham, Cynthia Rudin, Tyler H. McCormick, David Madigan
2013	—	`conf`	Predicting Power Failures with Reactive Point Processes. AAAI (Late-Breaking Developments) Seyda Ertekin, Cynthia Rudin, Tyler H. McCormick