Rafael Izbicki
11 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(15)
🔥
Unstoppable
(7)
💎
Century Club
(11)
Conferences
AISTATS (4)
ICML (2)
JMLR (2)
UAI (2)
AAAI (1)
Top co-authors
Keywords
conformal prediction
(3)
likelihood-free inference
(2)
bayesian inference
(2)
normalizing flow
(2)
conditional coverage
(2)
uncertainty quantification
(2)
inverse problem
(1)
spectral method
(1)
surrogate model
(1)
confidence set
(1)
confidence region
(1)
risk assessment
(1)
approximate computation
(1)
likelihood ratio test
(1)
split conformal
(1)
class distribution
(1)
prediction region
(1)
conditional density model
(1)
kernel methods
(1)
breast cancer risk
(1)
Papers
PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification
AAAI 2025
Epistemic Uncertainty in Conformal Scores: A Unified Approach
UAI 2025
Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
ICML 2024
Simulator-Based Inference with WALDO: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems
AISTATS 2023
CD-split and HPD-split: Efficient Conformal Regions in High Dimensions
JMLR 2022
Diagnostics for conditional density models and Bayesian inference algorithms
UAI 2021
Flexible distribution-free conditional predictive bands using density estimators
AISTATS 2020
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations
AISTATS 2020
Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference Setting
ICML 2020
Quantification Under Prior Probability Shift: the Ratio Estimator and its Extensions
JMLR 2019
High-Dimensional Density Ratio Estimation with Extensions to Approximate Likelihood Computation
AISTATS 2014