Arun RajKumar | Robert Bosch Center for Data Science and Artificial Intelligence

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Arun RajKumar

Arun RajKumar

Assistant Professor

Machine Learning Rank Aggregation Statistical Learning

projects

Ethical and Explainable AI in Fintech applications

Arun Rajkumar , Narayanan U Edakunni , Karthik Srinivasan,

Ethical and Explainable AI in Fintech applications

Ethics Financial Analytics Explainable AI

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Paradigms, Interpretable Models and Algorithms for AI-based Human in the Loop Learning

Arun Rajkumar , Harish Guruprasad , Chandra Shekar Lakshminarayanan

Paradigms, Interpretable Models and Algorithms for AI-based Human in the Loop Learning

MOOCs human in the loop learning data science interpretability

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publications

Byzantine Spectral Ranking

Byzantine Spectral Ranking

Arnhav Datar , Arun Rajkumar , John Augustine

Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)

A Theory of Tournament Representations

A Theory of Tournament Representations

Arun Rajkumar , Vishnu Veerathu , Abdul Bakey Mir

International Conference on Learning Representations (ICLR) 2022

On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons

On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons

Vishnu Veerathu , Arun Rajkumar

To appear in Thirty-fifth Annual Conference on Neural Information Processing Systems (NeurIPS 2021)

PARWiS: Winner determination from Active Pairwise Comparisons under a Shoestring Budget

PARWiS: Winner determination from Active Pairwise Comparisons under a Shoestring Budget

Dev Yashpal Sheth , Arun Rajkumar

To appear in the proceddings of the 21st IEEE International Conference on Data Mining (ICDM 2021)

Sequential Ski Rental Problem

Sequential Ski Rental Problem

Anant Shah , Arun Rajkumar

In Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems (pp. 1173–1181)