Epi UAI

Publications

2024

Filippo Valdettaro, A. Aldo Faisal
Towards Offline Reinforcement Learning with Pessimistic Value Priors. Epi UAI (2024)
Asen Nachkov, Luchen Li, Giulia Luise, Filippo Valdettaro, A. Aldo Faisal
Bag of Policies for Distributional Deep Exploration. Epi UAI (2024)
Hanjing Wang, Shiqiang Wang, Qiang Ji
Semantic Attribution for Explainable Uncertainty Quantification. Epi UAI (2024)
Elizaveta Semenova, Swapnil Mishra, Samir Bhatt, Seth R. Flaxman, H. Juliette T. Unwin
Deep Learning and MCMC with aggVAE for Shifting Administrative Boundaries: Mapping Malaria Prevalence in Kenya. Epi UAI (2024)
Raza Imam, Mohammed Talha Alam
Optimizing Brain Tumor Classification: A Comprehensive Study on Transfer Learning and Imbalance Handling in Deep Learning Models. Epi UAI (2024)
Hendrik Vogt, Stefan Buehler, Mark Schutera
Defensive Perception: Estimation and Monitoring of Neural Network Performance Under Deployment. Epi UAI (2024)
Michele Caprio, Yusuf Sale, Eyke Hüllermeier, Insup Lee
A Novel Bayes' Theorem for Upper Probabilities. Epi UAI (2024)
Gonzalo Martínez, Lauren Watson, Pedro Reviriego, José Alberto Hernández, Marc Juarez, Rik Sarkar
Towards Understanding the Interplay of Generative Artificial Intelligence and the Internet. Epi UAI (2024)

volume 14523, 2024

Epistemic Uncertainty in Artificial Intelligence - First International Workshop, Epi UAI 2023, Pittsburgh, PA, USA, August 4, 2023, Revised Selected Papers Epi UAI 14523 (2024)