Vladimir Balayan

According to our database1, Vladimir Balayan authored at least 5 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022
ConceptDistil: Model-Agnostic Distillation of Concept Explanations.
CoRR, 2022

2021
Weakly Supervised Multi-task Learning for Concept-based Explainability.
CoRR, 2021

How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020
Teaching the Machine to Explain Itself using Domain Knowledge.
CoRR, 2020


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