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Patrick Vossler
Observed name:
Vossler, Patrick
Institution:
University of California, San Francisco
Observed institutions:
University of Southern California,
University of California, Los Angeles,
University of California, San Francisco,
Stanford University
ORCID:
0000-0002-9506-0940
Observed ORCID:
0000-0002-9506-0940
OpenAlex ID:
A5068260545
Asymptotic properties of high-dimensional random forests
2022
·
Chien-Ming Chi
, Patrick Vossler
, et al.
·
The Annals of Statistics
·
48
PDF
Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors
2022
·
Emre Demirkaya
, Yingying Fan
, et al.
·
Journal of the American Statistical Association
·
10
Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features
2024
·
Hadi Elzayn
, Emily Black
, et al.
·
IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)
·
9
PDF
Dimension-Free Average Treatment Effect Inference with Deep Neural Networks
2021
·
Du, Xinze
, Fan, Yingying
, et al.
·
arXiv (Cornell University)
·
6
PDF
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription
2023
·
Vossler, Patrick
, Justin, Nathan
, et al.
·
arXiv (Cornell University)
·
5
PDF
Immigrants, Intersectionality and the Politics of Substantive Representation
2022
·
Christian Dyogi Phillips
, Paru Shah
, et al.
·
Journal of Women Politics & Policy
·
4
Deploying a Robust Active Preference Elicitation Algorithm on MTurk: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization
2023
·
Caroline M Johnston
, Patrick Vossler
, et al.
·
ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO)
·
3
PDF
Nonparametric Inference of Heterogeneous Treatment Effects with Two-Scale Distributional Nearest Neighbors
2018
·
Emre Demirkaya
, Yingying Fan
, et al.
·
arXiv (Cornell University)
·
3
Learning to Detect Shifts in Unstructured Data Streams via Monitoring-by-Betting
2026
·
Zhou, Siyu
, Ouyang, Jialin
, et al.
·
arXiv (Cornell University)
PDF
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement
2026
·
Vossler, Patrick
, Ouyang, Jialin
, et al.
·
arXiv (Cornell University)
PDF
Immigrants, Intersectionality and the Politics of Substantive Representation
2022
·
Christian Dyogi Phillips
, Paru Shah
, et al.
·
Routledge eBooks
Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors
2022
·
Demirkaya, Emre
, Fan, Yingying
, et al.
·
Figshare
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Works count:
13
Citation count:
88
H-index:
5
I10-index:
2
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