Fithian, William
- Optimal Inference After Model Selection
2014/10/09 by William Fithian, Dennis L. Sun, Fithian, William +3 · 42 citations
Mathematics · Engineering · Computer Science · #Statistical Methods and Inference #Control Systems and Identification #Gaussian Processes and Bayesian Inference
- AdaPT: An interactive procedure for multiple testing with side information
2016/09/20 by Lei, Lihua, Fithian, William · 5 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Conditional calibration for false discovery rate control under dependence
2020/07/20 by Fithian, William, Lei, Lihua · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- Altitude Training: Strong Bounds for Single-Layer Dropout
2014/07/11 by Stefan Wager, Wager, Stefan, William Fithian +5 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Statistics Theory (math.ST) #Topic Modeling
- Power of Ordered Hypothesis Testing
2016/06/06 by Lihua Lei, William Fithian, Lei, Lihua +1 · 4 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · #Statistical Methods in Clinical Trials #Statistical Methods and Inference #Biomedical Text Mining and Ontologies
- AdaPT-GMM: Powerful and robust covariate-assisted multiple testing
2021/06/30 by Patrick Chao, William Fithian, Chao, Patrick +1 · 1 citation
Mathematics · #Statistical Methods in Clinical Trials #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Improving knockoffs with conditional calibration
2022/08/19 by Yixiang Luo, William Fithian, Luo, Yixiang +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Machine Learning and Data Classification
- The edge of discovery: Controlling the local false discovery rate at the margin
2022/07/15 by Soloff, Jake A., Xiang, Daniel, Fithian, William · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- Asymptotically Optimal Knockoff Statistics via the Masked Likelihood Ratio
2022/12/17 by Asher Spector, Spector, Asher, William Fithian +1 · 1 citation
Computer Science · Mathematics · #62G10 #Anomaly Detection Techniques and Applications #Data Analysis with R #FOS: Computer and information sciences #G.3 #Methodology (stat.ME) #Statistical Methods and Inference
- Forecasting Rare Language Model Behaviors
2025/02/24 by Meg Tong, Jones, Erik, Jesse Mu +16 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- A Flexible Defense Against the Winner's Curse
2024/11/27 by Tijana Zrnic, William Fithian, Zrnic, Tijana +1 · 1 citation
Mathematics · Computer Science · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Explainable Artificial Intelligence (XAI)