Konstantinos Pitas

According to our database1, Konstantinos Pitas authored at least 14 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries.
CoRR, 2024

Just rotate it! Uncertainty estimation in closed-source models via multiple queries.
CoRR, 2024

2023
Something for (almost) nothing: Improving deep ensemble calibration using unlabeled data.
CoRR, 2023

A Primer on Bayesian Neural Networks: Review and Debates.
CoRR, 2023

Europepolls: A Dataset of Country-Level Opinion Polling Data for the European Union and the UK.
CoRR, 2023

The Fine Print on Tempered Posteriors.
Proceedings of the Asian Conference on Machine Learning, 2023

2022
Cold Posteriors through PAC-Bayes.
CoRR, 2022

2020
Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
Better PAC-Bayes Bounds for Deep Neural Networks using the Loss Curvature.
CoRR, 2019

Some limitations of norm based generalization bounds in deep neural networks.
CoRR, 2019

Revisiting hard thresholding for DNN pruning.
CoRR, 2019

2018
FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees.
CoRR, 2018

PAC-Bayesian Margin Bounds for Convolutional Neural Networks - Technical Report.
CoRR, 2018

2014
Subspace clustering applied to face images.
Proceedings of the 2nd International Workshop on Biometrics and Forensics, 2014


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