William T. Stephenson

17 papers A* 3A 3Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Do covariates explain why these groups differ? The choice of reference group can reverse conclusions in the Oaxaca-Blinder decomposition. CoRR Manuel Quintero, Advik Shreekumar, William T. Stephenson, Tamara Broderick
2025	J	`jnl`	Common Functional Decompositions Can Mis-attribute Differences in Outcomes Between Populations. CoRR Manuel Quintero, William T. Stephenson, Advik Shreekumar, Tamara Broderick
2022	—	`—`	Faster and easier: cross-validation and model robustness checks. William T. Stephenson
2022	A	`conf`	Measuring the robustness of Gaussian processes to kernel choice. AISTATS William T. Stephenson, Soumya Ghosh, Tin D. Nguyen, Mikhail Yurochkin, Sameer K. Deshpande, Tamara Broderick
2021	A*	`conf`	Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression. NeurIPS William T. Stephenson, Zachary Frangella, Madeleine Udell, Tamara Broderick
2021	J	`jnl`	Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression. CoRR William T. Stephenson, Zachary Frangella, Madeleine Udell, Tamara Broderick
2021	J	`jnl`	Measuring the sensitivity of Gaussian processes to kernel choice. CoRR William T. Stephenson, Soumya Ghosh, Tin D. Nguyen, Mikhail Yurochkin, Sameer K. Deshpande, Tamara Broderick
2020	A*	`conf`	Approximate Cross-Validation for Structured Models. NeurIPS Soumya Ghosh, William T. Stephenson, Tin D. Nguyen, Sameer K. Deshpande, Tamara Broderick
2020	J	`jnl`	Approximate Cross-Validation for Structured Models. CoRR Soumya Ghosh, William T. Stephenson, Tin D. Nguyen, Sameer K. Deshpande, Tamara Broderick
2020	A	`conf`	Approximate Cross-Validation in High Dimensions with Guarantees. AISTATS William T. Stephenson, Tamara Broderick
2020	A*	`conf`	Approximate Cross-Validation with Low-Rank Data in High Dimensions. NeurIPS William T. Stephenson, Madeleine Udell, Tamara Broderick
2020	J	`jnl`	Approximate Cross-Validation with Low-Rank Data in High Dimensions. CoRR William T. Stephenson, Madeleine Udell, Tamara Broderick
2019	A	`conf`	A Swiss Army Infinitesimal Jackknife. AISTATS Ryan Giordano, William T. Stephenson, Runjing Liu, Michael I. Jordan, Tamara Broderick
2019	J	`jnl`	Sparse Approximate Cross-Validation for High-Dimensional GLMs. CoRR William T. Stephenson, Tamara Broderick
2018	J	`jnl`	Reconstructing probabilistic trees of cellular differentiation from single-cell RNA-seq data. CoRR Miriam Shiffman, William T. Stephenson, Geoffrey Schiebinger, Jonathan H. Huggins, Trevor Campbell, Aviv Regev, Tamara Broderick
2017	J	`jnl`	Global-Local Airborne Mapping (GLAM): Reconstructing a City from Aerial Videos. CoRR Hasnain Vohra, Maxim Bazik, Matthew Antone, Joseph Mundy, William T. Stephenson
2015	—	`conf`	Scalable Adaptation of State Complexity for Nonparametric Hidden Markov Models. NIPS Michael C. Hughes, William T. Stephenson, Erik B. Sudderth