Ignatiadis, Nikolaos
- Covariate-Powered Empirical Bayes Estimation
2019/06/04 by Ignatiadis, Nikolaos, Wager, Stefan · 4 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- E-values as unnormalized weights in multiple testing
2022/04/26 by Ignatiadis, Nikolaos, Wang, Ruodu, Ramdas, Aaditya · 5 citations
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare
2022/02/03 by Stephen Pfohl, Pfohl, Stephen R., Yizhe Xu +9 · 3 citations
Economics, Econometrics and Finance · Health Professions · Mathematics · #Health Systems, Economic Evaluations, Quality of Life #Healthcare cost, quality, practices #Advanced Causal Inference Techniques
- Stein's unbiased risk estimate and Hyvärinen's score matching
2025/02/27 by Ghosh, Sulagna, Ignatiadis, Nikolaos, Koehler, Frederic +1 · 5 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
- Asymptotic and compound e-values: multiple testing and empirical Bayes
2024/09/29 by Ignatiadis, Nikolaos, Wang, Ruodu, Ramdas, Aaditya · 5 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Empirical Bayes mean estimation with nonparametric errors via order statistic regression on replicated data
2019/11/14 by Ignatiadis, Nikolaos, Saha, Sujayam, Sun, Dennis L. +1 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Treatment Heterogeneity for Survival Outcomes
2022/07/15 by Yizhe Xu, Nikolaos Ignatiadis, Xu, Yizhe +9 · 1 citation
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods in Clinical Trials
- Confidence Intervals for Nonparametric Empirical Bayes Analysis
2019/02/07 by Ignatiadis, Nikolaos, Wager, Stefan · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Prediction-Powered Adaptive Shrinkage Estimation
2025/02/20 by Li, Sida, Ignatiadis, Nikolaos · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Constrained Denoising, Empirical Bayes, and Optimal Transport
2025/06/11 by Adam Quinn Jaffe, Nikolaos Ignatiadis, Jaffe, Adam Quinn +3 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistics Theory (math.ST) #Theoretical and Computational Physics
- Interpretation of local false discovery rates under the zero assumption
2024/02/13 by Daniel Xiang, Nikolaos Ignatiadis, Xiang, Daniel +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #FOS: Mathematics #Machine Learning and Data Classification #Scientific Computing and Data Management #Statistics Theory (math.ST)