Matteo Sesia
14 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (6)
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(5)
🐝
Cross-Pollinator
(6)
🏆
Keyword Champion
(2)
💎
Century Club
(14)
🔥
Unstoppable
(6)
Conferences
NIPS (6)
ICML (5)
JMLR (2)
EMNLP (1)
Top co-authors
Research topics
Keywords
conformal inference
(6)
uncertainty quantification
(5)
count-min sketch
(2)
statistical learning
(2)
confidence interval
(2)
conformal prediction
(2)
frequency estimation
(2)
novelty detection
(1)
false discovery rate
(1)
dirichlet process
(1)
quantile regression
(1)
posterior inference
(1)
pitman-yor process
(1)
non-parametric regression
(1)
deep learning
(1)
algorithmic fairness
(1)
language model
(1)
conditional distribution
(1)
statistical significance
(1)
early stopping
(1)
Papers
Doubly Robust Conformalized Survival Analysis with Right-Censored Data
ICML 2025
Robust Conformal Outlier Detection under Contaminated Reference Data
ICML 2025
Uncertainty in Language Models: Assessment through Rank-Calibration
EMNLP 2024
Conformalized Adaptive Forecasting of Heterogeneous Trajectories
ICML 2024
Random measure priors in Bayesian recovery from sketches
JMLR 2024
Conformal Classification with Equalized Coverage for Adaptively Selected Groups
NIPS 2024
Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping
ICML 2023
Derandomized novelty detection with FDR control via conformal e-values
NIPS 2023
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries
JMLR 2023
Coordinated Double Machine Learning
ICML 2022
Conformal Frequency Estimation with Sketched Data
NIPS 2022
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
NIPS 2022
Conformal Prediction using Conditional Histograms
NIPS 2021
Classification with Valid and Adaptive Coverage
NIPS 2020