Botty Dimanov

According to our database, Botty Dimanov authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

GCI: A (G)raph (C)oncept (I)nterpretation Framework.

Dmitry Kazhdan, Botty Dimanov, Lucie Charlotte Magister, Pietro Barbiero, Mateja Jamnik, Pietro Liò

CoRR, 2023

2022

Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations.

Shea Cardozo, Gabriel Islas Montero, Dmitry Kazhdan, Botty Dimanov, Maleakhi A. Wijaya, Mateja Jamnik, Pietro Liò

Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

2021

Failing Conceptually: Concept-Based Explanations of Dataset Shift.

Maleakhi A. Wijaya, Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik

CoRR, 2021

Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches.

Dmitry Kazhdan, Botty Dimanov, Helena Andrés-Terré, Mateja Jamnik, Pietro Liò, Adrian Weller

CoRR, 2021

2020

Interpretable Deep Learning: beyond feature-importance with concept-based explanations.

Botty Dimanov

PhD thesis, 2020

MEME: Generating RNN Model Explanations via Model Extraction.

Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò

CoRR, 2020

Now You See Me (CME): Concept-based Model Extraction.

Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò, Adrian Weller

Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

You Shouldn't Trust Me: Learning Models Which Conceal Unfairness From Multiple Explanation Methods.

Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller

Proceedings of the Workshop on Artificial Intelligence Safety, 2020