Botty Dimanov

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Theoretical Framework

Learning Models

Top Venues

CIKM (Workshops)

Publications

Dmitry Kazhdan, Botty Dimanov, Lucie Charlotte Magister, Pietro Barbiero, Mateja Jamnik, Pietro Liò
GCI: A (G)raph (C)oncept (I)nterpretation Framework. CoRR (2023)
Shea Cardozo, Gabriel Islas Montero, Dmitry Kazhdan, Botty Dimanov, Maleakhi A. Wijaya, Mateja Jamnik, Pietro Liò
Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations. CIKM Workshops (2022)
Shea Cardozo, Gabriel Islas Montero, Dmitry Kazhdan, Botty Dimanov, Maleakhi A. Wijaya, Mateja Jamnik, Pietro Liò
Explainer Divergence Scores (EDS): Some Post-Hoc Explanations May be Effective for Detecting Unknown Spurious Correlations. CoRR (2022)
Maleakhi A. Wijaya, Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik
Failing Conceptually: Concept-Based Explanations of Dataset Shift. CoRR (2021)
Dmitry Kazhdan, Botty Dimanov, Helena Andrés-Terré, Mateja Jamnik, Pietro Liò, Adrian Weller
Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches. CoRR (2021)
Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller
You Shouldn't Trust Me: Learning Models Which Conceal Unfairness from Multiple Explanation Methods. ECAI (2020)
Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò, Adrian Weller
Now You See Me (CME): Concept-based Model Extraction. CIKM (Workshops) (2020)
Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò
MEME: Generating RNN Model Explanations via Model Extraction. CoRR (2020)
Botty Dimanov, Umang Bhatt, Mateja Jamnik, Adrian Weller
You Shouldn't Trust Me: Learning Models Which Conceal Unfairness From Multiple Explanation Methods. SafeAI@AAAI (2020)
Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik, Pietro Liò, Adrian Weller
Now You See Me (CME): Concept-based Model Extraction. CoRR (2020)