Matteo Sesia

1. Conformal Prediction using Conditional Histograms
   2021/05/18 by Matteo Sesia, Sesia, Matteo, Yaniv Romano +1 · 7 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models
2. Conformal Classification with Equalized Coverage for Adaptively Selected Groups
   2024/05/23 by Yanfei Zhou, Matteo Sesia, Zhou, Yanfei +1 · 6 citations
   Mathematics · #Numerical methods in inverse problems #Advanced Research in Science and Engineering #Statistical Methods and Inference
3. Uncertainty in Language Models: Assessment through Rank-Calibration
   2024/04/04 by Xinmeng Huang, Huang, Xinmeng, Shuo Li +13 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
4. Conformalized Adaptive Forecasting of Heterogeneous Trajectories
   2024/02/14 by Yan‐Fei Zhou, Lars Lindemann, Zhou, Yanfei +3 · 5 citations
   Engineering · #Traffic Prediction and Management Techniques
5. Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries
   2022/11/09 by Matteo Sesia, Stefano Favaro, Sesia, Matteo +3 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Gene expression and cancer classification #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
6. Robust Conformal Outlier Detection under Contaminated Reference Data
   2025/02/07 by Meshi Bashari, Bashari, Meshi, Matteo Sesia +3 · 3 citations
   Computer Science · Engineering · Mathematics · #Advanced Statistical Methods and Models #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
7. Conformal Survival Bands for Risk Screening under Right-Censoring
   2025/05/07 by Matteo Sesia, Sesia, Matteo, Vladimir Svetnik +1 · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
8. Conformal Prediction for Regression with Clipped Outcomes
   2026/07/22 by Matteo Sesia, Vladimir Svetnik
   #stat.ME