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Klaudia Balazy

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

6

Venues

4

Active years

2023–2025

Best venue rank

A*

Where they publish

Papers

6 indexed papers, newest first.

YearVenueTitleAuthors
2025ECAILoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters.Klaudia Balazy, Mohammadreza Banaei, Karl Aberer, Jacek Tabor
2025EMNLPMinimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA.Patryk Marszalek, Klaudia Balazy, Jacek Tabor, Tomasz Kusmierczyk
2025ICCSA Deeper Look into the Limitations of Early-Exit Architectures for Single and Multi-label Classification.Klaudia Balazy, Julian J. McAuley, Jacek Tabor
2023EACLRevisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models.Mohammadreza Banaei, Klaudia Balazy, Artur Kasymov, Rmi Lebret, Jacek Tabor, Karl Aberer
2023EACLStep by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks.Piotr Gainski, Klaudia Balazy
2023ICCSr-softmax: Generalized Softmax with Controllable Sparsity Rate.Klaudia Balazy, Lukasz Struski, Marek Smieja, Jacek Tabor