Birs- 24w5284: Statistical Aspects of Trustworthy Machine Learning
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Title: Some applications of large-scale trait imputation with genotyped individuals and GWAS summary data
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Title: Large-scale genotype prediction from RNA-seq reveals new issues in policy and ethic
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Title: Statistical Significance of Clustering for High Dimensional Data
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Title: Sparse Causal Learning: Challenges and Opportunities
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Title: Benchmarking Machine Learning Models for Polymer Informatics: An Example of Glass Transition Temperature
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Title: Towards Generative Models for Analyzing Multi-Dimensional Digital Phenotypes
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Title: Randomization Inference When N = 1
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Title: Integrating Tools from Statistical Modelling and Machine Learning to Learn Optimal Treatment Regimes from Electronic Health Records
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Title: Data thinning and its applications
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Title: Learning from Uncertain Pairwise Preferences
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Title: An Eye for AI: Towards Scientific Approaches for Evaluating and Improving Robustness and Safety of Foundation Models
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