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Posts by Collection
portfolio
Portfolio item number 2
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publications
Application of statistical machine learning in biomarker selection
Published in Nature Scientific Reports, 2023
This paper is about doing biomarker selection in JAVELIN Bladder 100 phase 3 trial data
Effect Heterogeneity with Earth Observation in Randomized Controlled Trials: Exploring the Role of Data, Model, and Evaluation Metric Choice
Published in arXiv, 2024
This paper looks at how different modelling choices affect treatment effect heterogeneity for earth observation data
I-trustworthy Models. A framework for trustworthiness evaluation of probabilistic classifiers
Published in Proceedings of Machine Learning Research (AISTATS), 1900
Evaluating trustworthiness of probabilistic classifiers using local calibration.
U-trustworthy Models. Reliability, Competence, and Confidence in Decision-Making
Published in Proceedings of the AAAI Conference on Artificial Intelligence, 2024
This paper looks proposes a framework of trustworthiness of binary classification models for decision making
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.
Graduate Teaching Assistant
Undergraduate course, University of Texas at Austin, Statistics and Data Science, 2022
Elements of Statistics (SDS 320E)