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Arjun Ravi Kannan

Observed names: Arjun Ravi Kannan Discover, Kannan, Arjun Ravi
ORCID: 0000-0003-4498-1800
Observed ORCID: 0000-0003-4498-1800
OpenAlex ID: A5089840355
Human-Centered Agentic Framework for Machine Learning Modeling in Finance
2025 · Izunna Okpala, Ashkan Golgoon, et al. · IEEE International Symposium on Service-Oriented System Engineering (SOSE) · 48
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A United States Fair Lending Perspective on Machine Learning
2021 · Patrick Hall, Benjamin Cox, et al. · Frontiers in Artificial Intelligence · 32
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Wasserstein-based fairness interpretability framework for machine learning models
2022 · Alexey Miroshnikov, Konstandinos Kotsiopoulos, et al. · Machine Learning · 19
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Mechanistic interpretability of large language models with applications to the financial services industry
2024 · Ashkan Golgoon, Khashayar Filom, et al. · ACM International Conference on AI in Finance (ICAIF) · 11
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On marginal feature attributions of tree-based models
2024 · Khashayar Filom, Alexey Miroshnikov, et al. · Foundations of Data Science · 9
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Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics
2021 · Miroshnikov, Alexey, Kotsiopoulos, Konstandinos, et al. · arXiv (Cornell University) · 7
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Approximation of group explainers with coalition structure using Monte Carlo sampling on the product space of coalitions and features
2023 · Kotsiopoulos, Konstandinos, Miroshnikov, Alexey, et al. · arXiv (Cornell University) · 5
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Model Risk Management in Finance: The Role of Agentic Systems in Risk Mitigation
2025 · Izunna Okpala, Ashkan Golgoon, et al. · IEEE International Conference on Agents (ICA) · 3
Mutual information-based group explainers with coalition structure for machine learning model explanations.
2021 · Alexey Miroshnikov, Konstandinos Kotsiopoulos, et al. · arXiv (Cornell University) · 2
MS-IMAP -- A Multi-Scale Graph Embedding Approach for Interpretable Manifold Learning
2024 · Deutsch, Shay, Yelibi, Lionel, et al. · arXiv (Cornell University) · 1
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MbExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings
2025 · Ashkan Golgoon, Ryan Franks, et al. · Machine Learning
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Works count: 11
Citation count: 137
H-index: 6
I10-index: 4
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