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N. Ignatiadis · SciRah

Researcher profile · Semantic Scholar

N. Ignatiadis

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N. Ignatiadis — researcher profile on SciRah

h-index: 13
Works: 46
Citations: 1,227

Most-cited papers

Data-driven hypothesis weighting increases detection power in genome-scale multiple testing
N. Ignatiadis, B. Klaus, J. Zaugg, W. Huber
2016Nature Methods620 citations Open access
Semantic Scholar
Mapping lung cancer epithelial-mesenchymal transition states and trajectories with single-cell resolution
L. Karacosta, Benedict Anchang, N. Ignatiadis, Samuel C. Kimmey +5 more
2019Nature Communications193 citations Open access
Semantic Scholar
Covariate powered cross‐weighted multiple testing
N. Ignatiadis, W. Huber
2017Journal of The Royal Statistical Society Series B-statistical Methodology74 citations Open access
Semantic Scholar
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare
S. Pfohl, Yi-Zhe Xu, Agata Foryciarz, N. Ignatiadis +2 more
2022Conference on Fairness, Accountability and Transparency43 citations Open access
Semantic Scholar
E-values as unnormalized weights in multiple testing
N. Ignatiadis, Ruodu Wang, Aaditya Ramdas
2022Biometrika34 citations Open access
Semantic Scholar
Confidence Intervals for Nonparametric Empirical Bayes Analysis
N. Ignatiadis, Stefan Wager
2019Journal of the American Statistical Association34 citations Open access
Semantic Scholar
Creating functional engineered variants of the single-module non-ribosomal peptide synthetase IndC by T domain exchange.
Ralf Beer, Konrad Herbst, N. Ignatiadis, Ilia Kats +17 more
2014Molecular Biosystems33 citations
Semantic Scholar
Covariate-Powered Empirical Bayes Estimation
N. Ignatiadis, Stefan Wager
2019Neural Information Processing Systems29 citations
Semantic Scholar
Empirical Bayes Mean Estimation With Nonparametric Errors Via Order Statistic Regression on Replicated Data
N. Ignatiadis, Sujayam Saha, Dennis L. Sun, Omkar Muralidharan
201921 citations Open access
Semantic Scholar
Asymptotic and compound e-values: multiple testing and empirical Bayes
N. Ignatiadis, Ruo-Du Wang, Aaditya Ramdas
202420 citations
Semantic Scholar
Stein's unbiased risk estimate and Hyv\"arinen's score matching
S. Ghosh, N. Ignatiadis, Frederic Koehler, Amber Lee
202517 citations
Semantic Scholar
Treatment Heterogeneity for Survival Outcomes
Yi-Zhe Xu, N. Ignatiadis, Erik Sverdrup, S. Fleming +2 more
202216 citations
Semantic Scholar
Empirical partially Bayes multiple testing and compound χ2 decisions
N. Ignatiadis, Bodhisattva Sen
2025Annals of Statistics13 citations Open access
Semantic Scholar
Covariate powered cross-weighted multiple testing with false discovery rate control
N. Ignatiadis, W. Huber
201713 citations
Semantic Scholar
Noise-Induced Randomization in Regression Discontinuity Designs
Dean Eckles, N. Ignatiadis, Stefan Wager, Han Wu
2020Biometrika12 citations Open access
Semantic Scholar
Prediction-Powered Adaptive Shrinkage Estimation
Si-Da Li, N. Ignatiadis
2025International Conference on Machine Learning9 citations
Semantic Scholar
Bias-Aware Confidence Intervals for Empirical Bayes Analysis
N. Ignatiadis, Stefan Wager
20198 citations
Semantic Scholar
Data-driven hypothesis weighting increases detection power in multiple testing
N. Ignatiadis, B. Klaus, J. Zaugg, W. Huber
2015bioRxiv7 citations Open access
Semantic Scholar
A large-scale in silico replication of ecological and evolutionary studies
Ye-Feng Yang, E. V. van Zwet, N. Ignatiadis, S. Nakagawa
2024Nature Ecology & Evolution6 citations Open access
Semantic Scholar
Group-regularized ridge regression via empirical Bayes noise level cross-validation.
N. Ignatiadis, Panagiotis Lolas
20205 citations
Semantic Scholar
Constrained Denoising, Empirical Bayes, and Optimal Transport
Adam Quinn Jaffe, N. Ignatiadis, Bodhisattva Sen
20254 citations
Semantic Scholar
Interpretation of local false discovery rates under the zero assumption
Daniel Xiang, N. Ignatiadis, Peter McCullagh
20244 citations
Semantic Scholar
Compound decisions and empirical Bayes via Bayesian nonparametrics
N. Ignatiadis, Sid Kankanala
20263 citations
Semantic Scholar
Empirical partially Bayes multiple testing and compound $\chi^2$ decisions
N. Ignatiadis, Bodhisattva Sen
20233 citations
Semantic Scholar
Tiny but uniform improvements of adaptive BH procedures via compound e-values
N. Ignatiadis, Ruo-Du Wang, Aaditya Ramdas
20262 citations
Semantic Scholar
Normal approximations in nonparametric empirical Bayes
Jiafeng Chen, Nabarun Deb, N. Ignatiadis
20262 citations
Semantic Scholar
Using public clinical trial reports to probe non-experimental causal inference methods
E. Steinberg, N. Ignatiadis, Steve Yadlowsky, Yi-Zhe Xu +1 more
2023BMC Medical Research Methodology2 citations Open access
Semantic Scholar
How does limma-trend work? An empirical partially Bayes perspective
Sagnik Nandy, Wanyi Ling, N. Ignatiadis
20261 citations
Semantic Scholar
Empirical partially Bayes two sample testing
Wanyi Ling, Wu Hong, N. Ignatiadis
20251 citations
Semantic Scholar
Reasonable uncertainty: Confidence intervals in empirical Bayes discrimination detection
Jiaying Gu, N. Ignatiadis, A. Shaikh
20251 citations
Semantic Scholar
Partially Bayes p-values for large scale inference
N. Ignatiadis, Li Ma
20251 citations
Semantic Scholar
Rejoinder: Confidence Intervals for Nonparametric Empirical Bayes Analysis
N. Ignatiadis, Stefan Wager
2022Journal of the American Statistical Association1 citations
Semantic Scholar
HiCT: High Throughput Protocols For CPE Cloning And Transformation
Ralf Beer, T. Christiansen, Konrad Herbst, N. Ignatiadis +17 more
20131 citations
Semantic Scholar
Empirical Bayes prepivoting under group invariance: false discovery rate control and moderated t-tests
N. Ignatiadis, Étienne Roquain
20260 citations
Semantic Scholar
Estimating the local false discovery rate under an unknown symmetric null
Daniel Xiang, W. Fithian, N. Ignatiadis, J. Soloff +1 more
20260 citations
Semantic Scholar
Empirical Bayes Rebiasing
Wanyi Ling, Si-Da Li, Junming Guan, N. Ignatiadis
20260 citations
Semantic Scholar
Reproducibility of Statistically Significant Phase III Oncology Trials: An In Silico Meta-Epidemiological Analysis
A. Sherry, P. Msaouel, A. Miller, Timothy A. Lin +8 more
2025European Journal of Cancer0 citations Open access
Semantic Scholar
Empirical Bayes learning from selectively reported confidence intervals
Hunter H. Chen, J. Guan, E. V. van Zwet, N. Ignatiadis
20250 citations
Semantic Scholar
Empirical Bayes Estimation via Data Fission
N. Ignatiadis, Dennis L. Sun
2024Journal of the American Statistical Association0 citations
Semantic Scholar
Empirical partially Bayes multiple testing and compound χ decisions
N. Ignatiadis
20230 citations
Semantic Scholar
Using public clinical trial reports to evaluate observational study methods
E. Steinberg, N. Ignatiadis, Steve Yadlowsky, Yi-Zhe Xu +1 more
20200 citations
Semantic Scholar
OA08.03 A Single-Cell Resolution Map of EMT and Drug Resistance States for Evaluating NSCLC Clinical Specimens
L. Karacosta, Benedict Anchang, N. Ignatiadis, Samuel C. Kimmey +8 more
2019Journal of Thoracic Oncology0 citations Open access
Semantic Scholar
EE378B solutions
N. Ignatiadis
20190 citations
Semantic Scholar
Peer Review #1 of "A direct approach to estimating false discovery rates conditional on covariates (v0.1)"
S. Boca, J. Leek, Y. Benjamini, Y. Hochberg +104 more
20180 citations Open access
Semantic Scholar
Näıve comparison of tests
John C. Duchi, N. Ignatiadis, Michael Sklar
20170 citations
Semantic Scholar
Peptides de fusion protéine non-ribosomale-pigment de synthèse
Roland Eils, B. Di Ventura, L. Adlung, Katharina Genreith +17 more
20140 citations
Semantic Scholar

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