Collective Outlier Detection and Enumeration with Conformalized Closed Testing
Published in pre-print, 2024
Publications
Random measure priors in Bayesian frequency recovery from sketches
Published in Journal of Machine Learning Research (2024), 2024
Conformal Classification with Equalized Coverage for Adaptively Selected Groups
Published in Advances in Neural Information Processing Systems 37 (NeurIPS), 2024, 2024
Structured Conformal Inference for Matrix Completion with Applications to Group Recommender Systems
Published in pre-print, 2024
Uncertainty in Language Models: Assessment through Rank-Calibration
Published in Conference on Empirical Methods in Natural Language Processing, 2024, 2024
Conformalized adaptive forecasting of heterogeneous trajectories
Published in Proceedings of the 41th International Conference on Machine Learning, 2024
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries
Published in Journal of Machine Learning Research, 2023
Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers
Published in Journal of the Royal Statistical Society: Series B, 2023
Frequency and cardinality recovery from sketched data: a novel approach bridging Bayesian and frequentist views
Published in pre-print, 2023
Adaptive conformal classification with noisy labels
Published in pre-print, 2023
Derandomized novelty detection with FDR control via conformal e-values
Published in Advances in Neural Information Processing Systems 36 (NeurIPS), 2023, 2023
Conformal inference is (almost) free for neural networks trained with early stopping
Published in Proceedings of the 40th International Conference on Machine Learning, 2023
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
Published in Advances in Neural Information Processing Systems 35 (NeurIPS), 2022
Robotic-assisted esophagectomy leads to significant reduction in postoperative acute pain: A retrospective clinical trial
Published in Annals of Surgical Oncology, 2022
Conformalized Frequency Estimation from Sketched Data
Published in Advances in Neural Information Processing Systems 35 (NeurIPS), 2022
Long-term dynamics of circulating tumor cells and their prognostic relevance after liver resection in patients with hepatocellular carcinoma
Published in Zeitschrift für Gastroenterologie, 2022
Long-term effect of liver resection on circulating stem cells expressing PD-L1 in patients with hepatocellular carcinoma–Pilot study
Published in Zeitschrift für Gastroenterologie, 2022
Searching for subgroup-specific associations while controlling the false discovery rate
Published in pre-print, 2022
Hyperoxemia among Pediatric Intensive Care Unit Patients Receiving Oxygen Therapy
Published in Journal of Pediatric Intensive Care, 2021
Transfer learning in genome-wide association studies with knockoffs
Published in Sankhya B, 2021
Interpretable Classification of Bacterial Raman Spectra with Knockoff Wavelets
Published in IEEE Journal of Biomedical and Health Informatics, 2021
Searching for robust associations with a multi-environment knockoff filter
Published in Biometrika, 2021
Conformal Prediction using Conditional Histograms
Published in Advances in Neural Information Processing Systems 34 (NeurIPS, spotlight presentation), 2021
Testing for Outliers with Conformal p-values
Published in Annals of Statistics (in press), 2021
Controlling the false discovery rate in GWAS with population structure
Published in Proc. Natl. Acad. Sci. U.S.A., 2020
Classification with valid and adaptive coverage
Published in Advances in Neural Information Processing Systems 33 (NeurIPS, spotlight presentation), 2020
Causal inference in genetic trio studies
Published in Proc. Natl. Acad. Sci. U.S.A., 2020
A comparison of some conformal quantile regression methods
Published in Stat, 2020
Multi-resolution localization of causal variants across the genome.
Published in Nature Communications, 2020
Deep Knockoffs
Published in Journal of the American Statistical Association, 2019
Rejoinder: ‘Gene hunting with knockoffs for hidden Markov models’
Published in Biometrika, 2019
Gene hunting with knockoffs for hidden Markov models
Published in Biometrika, 2019