Portfolio item number 1
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portfolio
Portfolio item number 2
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publications
Smoothly Giving Up: Robustness for Simple Models
Published in AISTATS 2023, 2023
Boosting with $\alpha$-loss and its application to simple models
Robustness to Subpopulation Shift with Domain Label Noise via Regularized Annotation of Domains
Published in TMLR, 2024
Robust worst-group accuracy via biased pseudo-annotation
Theoretical Guarantees of Data Augmented Last Layer Retraining Methods
Published in ISIT 2024, 2024
Theoretical comparison of several popular WGA correction methods for LLR
Label Noise Robustness for Domain-Agnostic Fair Corrections via Nearest Neighbors Label Spreading
Published in NeurIPS 2024, 2024
Cleaning labels to improve robustness of two-stage corrections
talks
Smoothly Giving Up: Robustness for Simple Models
Published:
Talk given as a part of AISTATS 2023. The talk can be found here and the relevant paper can be found here
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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