On Functions Computed on Trees. - Roozbeh Farhoodi; Khashayar Filom; Ilenna Simone Jones; Konrad P. Körding (Neural Comput., 2019)

PDE constraints on smooth hierarchical functions computed by neural networks. - Khashayar Filom; Konrad Paul Körding; Roozbeh Farhoodi (CoRR, 2020)

On PDE Characterization of Smooth Hierarchical Functions Computed by Neural Networks. - Khashayar Filom; Roozbeh Farhoodi; Konrad Paul Körding (Neural Comput., 2021)

On marginal feature attributions of tree-based models. - Khashayar Filom; Alexey Miroshnikov; Konstandinos Kotsiopoulos; Arjun Ravi Kannan (CoRR, 2023)

Approximation of group explainers with coalition structure using Monte Carlo sampling on the product space of coalitions and features. - Konstandinos Kotsiopoulos; Alexey Miroshnikov; Khashayar Filom; Arjun Ravi Kannan (CoRR, 2023)

Mechanistic interpretability of large language models with applications to the financial services industry. - Ashkan Golgoon; Khashayar Filom; Arjun Ravi Kannan (ICAIF, 2024)

MbExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings. - Ashkan Golgoon; Ryan Franks; Khashayar Filom; Arjun Ravi Kannan (Mach. Learn., 2025)