Balayan, Vladimir

3 publications

AAAI 2024 On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani

ICLRW 2022 ConceptDistil: Model-Agnostic Distillation of Concept Explanations João Pedro Bento Sousa, Ricardo Miguel de Oliveira Moreira, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro

NeurIPSW 2020 Teaching the Machine to Explain Itself Using Domain Knowledge Vladimir Balayan, Pedro Saleiro, Catarina Belém, Ludwig Krippahl, Pedro Bizarro