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ORCIDKonstantinos Pitas
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2020 – today
- 2024
[i12]Konstantinos Pitas, Julyan Arbel:
Just rotate it! Uncertainty estimation in closed-source models via multiple queries. CoRR abs/2405.13864 (2024)- [i11]Adam Yang, Chen Chen, Konstantinos Pitas:
Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries. CoRR abs/2405.13907 (2024) - 2023
- [c3]Konstantinos Pitas, Julyan Arbel:
The Fine Print on Tempered Posteriors. ACML 2023: 1087-1102 - [i10]Konstantinos Pitas:
Europepolls: A Dataset of Country-Level Opinion Polling Data for the European Union and the UK. CoRR abs/2307.10022 (2023) - [i9]Konstantinos Pitas, Julyan Arbel:
The fine print on tempered posteriors. CoRR abs/2309.05292 (2023) - [i8]Julyan Arbel, Konstantinos Pitas, Mariia Vladimirova, Vincent Fortuin:
A Primer on Bayesian Neural Networks: Review and Debates. CoRR abs/2309.16314 (2023) - [i7]Konstantinos Pitas, Julyan Arbel:
Something for (almost) nothing: Improving deep ensemble calibration using unlabeled data. CoRR abs/2310.02885 (2023) - 2022
- [i6]Konstantinos Pitas, Julyan Arbel:
Cold Posteriors through PAC-Bayes. CoRR abs/2206.11173 (2022) - 2020
- [c2]Konstantinos Pitas:
Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation. ICML 2020: 7739-7749
2010 – 2019
- 2019
- [i5]Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst:
Revisiting hard thresholding for DNN pruning. CoRR abs/1905.08793 (2019) - [i4]Konstantinos Pitas, Andreas Loukas, Mike Davies, Pierre Vandergheynst:
Some limitations of norm based generalization bounds in deep neural networks. CoRR abs/1905.09677 (2019) - [i3]Konstantinos Pitas:
Better PAC-Bayes Bounds for Deep Neural Networks using the Loss Curvature. CoRR abs/1909.03009 (2019) - 2018
- [i2]Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst:
PAC-Bayesian Margin Bounds for Convolutional Neural Networks - Technical Report. CoRR abs/1801.00171 (2018) - [i1]Konstantinos Pitas, Mike E. Davies, Pierre Vandergheynst:
FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees. CoRR abs/1803.04239 (2018) - 2014
- [c1]Constantine Kotropoulos, Konstantinos Pitas:
Subspace clustering applied to face images. IWBF 2014: 1-6
Coauthor Index
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