Dmitry Kazhdan
Dmitry Kazhdan
PhD Student at The University of Cambridge
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Now You See Me (CME): Concept-based Model Extraction
D Kazhdan, B Dimanov, M Jamnik, P Liņ, A Weller
29th International Conference on Information and Knowledge Management (CIKM …, 2020
MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library
D Kazhdan, Z Shams, P Liņ
2020 International Joint Conference on Neural Networks (IJCNN), 2020
MEME: Generating RNN Model Explanations via Model Extraction
D Kazhdan, B Dimanov, M Jamnik, P Liņ
NeurIPS 2020, HAMLETS workshop, 2020
Manipulating SGD with data ordering attacks
I Shumailov, Z Shumaylov, D Kazhdan, Y Zhao, N Papernot, MA Erdogdu, ...
arXiv preprint arXiv:2104.09667, 2021
Failing Conceptually: Concept-Based Explanations of Dataset Shift
MA Wijaya, D Kazhdan, B Dimanov, M Jamnik
arXiv preprint arXiv:2104.08952, 2021
Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches
D Kazhdan, B Dimanov, HA Terre, M Jamnik, P Liņ, A Weller
The Tenth International Conference on Learning Representations (ICLR 2021 …, 2021
Algorithmic Concept-based Explainable Reasoning
D Georgiev, P Barbiero, D Kazhdan, P Veličković, P Liņ
arXiv preprint arXiv:2107.07493, 2021
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