Charles Marx
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π Conference Polyglot Β· Bronze
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Keyword Champion
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Keyword Pioneer
β
The Questioner
Venues
Top co-authors
Research topics
Keywords
uncertainty quantification
(3)
online learning
(2)
probabilistic prediction
(2)
conformal prediction
(2)
bayesian optimization
(2)
integer programming
(1)
probabilistic model
(1)
regret bound
(1)
disentangled representation
(1)
confidence interval
(1)
model explanation
(1)
distribution prediction
(1)
regression calibration
(1)
feature influence
(1)
model auditing
(1)
trust calibration
(1)
post-hoc recalibration
(1)
predictive multiplicity
(1)
proxy feature
(1)
frequentist statistics
(1)
Papers
Calibrated Regression Against An Adversary Without Regret
UAI 2025
Online Calibrated and Conformal Prediction Improves Bayesian Optimization
AISTATS 2024
But Are You Sure? An Uncertainty-Aware Perspective on Explainable AI
AISTATS 2023
Modular Conformal Calibration
ICML 2022
Predictive Multiplicity in Classification
ICML 2020
Disentangling Influence: Using disentangled representations to audit model predictions
NeurIPS 2019