Sumantrak Mukherjee

According to our database, Sumantrak Mukherjee authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Linear-LLM-SCM: Benchmarking LLMs for Coefficient Elicitation in Linear-Gaussian Causal Models.

Kanta Yamaoka, Sumantrak Mukherjee, Thomas Gärtner, David Antony Selby, Stefan Konigorski, Eyke Hüllermeier, Viktor Bengs, Sebastian Josef Vollmer

CoRR, February, 2026

2025

Co-Exploration and Co-Exploitation via Shared Structure in Multi-Task Bandits.

Sumantrak Mukherjee, Serafima Lebedeva, Valentin Margraf, Jonas Hanselle, Kanta Yamaoka, Viktor Bengs, Stefan Konigorski, Eyke Hüllermeier, Sebastian Josef Vollmer

CoRR, December, 2025

When Counterfactual Reasoning Fails: Chaos and Real-World Complexity.

Yahya Aalaila, Gerrit Großmann, Sumantrak Mukherjee, Jonas Wahl, Sebastian J. Vollmer

CoRR, March, 2025

Neural Spatiotemporal Point Processes: Trends and Challenges.

Sumantrak Mukherjee, Mouad Elhamdi, George Mohler, David Antony Selby, Yao Xie, Sebastian Josef Vollmer, Gerrit Großmann

Trans. Mach. Learn. Res., 2025

X-Hacking: The Threat of Misguided AutoML.

Rahul Sharma, Sumantrak Mukherjee, Andrea Sipka, Eyke Hüllermeier, Sebastian Josef Vollmer, Sergey Redyuk, David Antony Selby

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Graph Agnostic Causal Bayesian Optimisation.

Sumantrak Mukherjee, Mengyan Zhang, Seth R. Flaxman, Sebastian J. Vollmer

CoRR, 2024

Quantitative knowledge retrieval from large language models.

David Antony Selby, Kai Spriestersbach, Yuichiro Iwashita, Dennis Bappert, Archana Warrier, Sumantrak Mukherjee, Muhammad Nabeel Asim, Koichi Kise, Sebastian J. Vollmer

CoRR, 2024

X Hacking: The Threat of Misguided AutoML.

Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Sipka, Sebastian J. Vollmer, David Antony Selby

CoRR, 2024

Peculiarities of Counterfactual Point Process Generation.

Gerrit Großmann, Sumantrak Mukherjee, Sebastian J. Vollmer

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatiotemporal Causal Analysis, 2024