Murat Sensoy
6 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Optimization & Theory
(4)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Models
(1)
Keywords
uncertainty quantification
(4)
epistemic uncertainty
(2)
out-of-distribution detection
(2)
evidential deep learning
(2)
bayesian inference
(1)
model alignment
(1)
probabilistic reasoning
(1)
decision making under uncertainty
(1)
probabilistic programming
(1)
human judgment
(1)
expected utility
(1)
generative model
(1)
dirichlet distribution
(1)
variational autoencoder
(1)
evidential learning
(1)
generative adversarial network
(1)
adversarial example
(1)
aleatoric uncertainty
(1)
linear mapping
(1)
beta distribution
(1)
Papers
Aligning Black-box Language Models with Human Judgments
NAACL 2025
Evidential Reasoning and Learning: a Survey
IJCAI 2022
Misclassification Risk and Uncertainty Quantification in Deep Classifiers
WACV 2021
Uncertainty-Aware Deep Classifiers Using Generative Models
AAAI 2020
Probabilistic Logic Programming with Beta-Distributed Random Variables
AAAI 2019
Evidential Deep Learning to Quantify Classification Uncertainty
NeurIPS 2018