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Konstantinos Pitas

Konstantinos Pitas

Institut national de recherche en informatique et en automatique - / France
Engineering & Technology / Computer Science
AD Scientific Index ID: 5280695
National Institute for Research in Computer Science and Automation
person_outline Konstantinos Pitas's MOST POPULAR ARTICLES
1-) A Primer on Bayesian Neural Networks: Review and Debates stat 1050, 28, 2023
2-) The role of invariance in spectral complexity-based generalization bounds NeurIPS 2019 Workshop on Machine Learning with Guarantees, Vancouver, Canada., 2019
3-) Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation Proceedings of the 37th International Conference on Machine Learning, PMLR …, 2020
4-) Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries Neurips 2024 Workshop Socially Responsible Language Modelling Research (SoLaR), 2024
5-) The fine print on tempered posteriors The 15th Asian Conference in Machine Learning, ACML, PMLR 2023, 2023