Sumantrak Mukherjee

@inproceedings{mukherjee2025clam,
  title = {CLAM: Causal Spatial Disaggregation to Infer Local Effects From Coarse Data},
  author = {Mukherjee, Sumantrak and Grossmann, Gerrit and Vollmer, Sebastian},
  booktitle = {NeurIPS CausScien Workshop},
  year = {2025},
  note = {Workshop paper, 2025},
}

@inproceedings{mukherjee2025squid,
  title = {SQUID: A Bayesian Approach for Physics-Informed Event Modeling},
  author = {Mukherjee, Sumantrak and Vollmer, Sebastian and Grossmann, Gerrit},
  booktitle = {EurIPS DiffSys Workshop},
  year = {2025},
  note = {Workshop paper, 2025},
}

@misc{mukherjee2025multitaskbandits,
  title = {Co-Exploration and Co-Exploitation via Shared Structure in Multi-Task Bandits},
  author = {Mukherjee, Sumantrak and Lebedeva, Serafima and Margraf, Valentin and Hanselle, Jonas and Yamaoka, Kanta and Bengs, Viktor and Bhalwankar, Raj and Neigel, Peter and Hullermeier, Eyke and Vollmer, Sebastian Josef},
  year = {2025},
  note = {Preprint},
}

@article{mukherjee2025nstpp,
  title = {Neural Spatio Temporal Point Processes: Trends and Challenges},
  author = {Mukherjee, Sumantrak and Elhamdi, Mouad and Mohler, George and Selby, David A. and Xie, Yao and Vollmer, Sebastian and Grossmann, Gerrit},
  journal = {Transactions on Machine Learning Research},
  year = {2025},
  note = {2025},
}

@inproceedings{sharma2025xhacking,
  title = {X Hacking: The Threat of Misguided AutoML},
  author = {Sharma, Rahul and Mukherjee, Sumantrak and Redyuk, Sergey and Sipka, Andrea and Vollmer, Sebastian and Selby, David A.},
  booktitle = {International Conference on Machine Learning},
  year = {2025},
  note = {2025},
}

@inproceedings{mukherjee2024gacbo,
  title = {Graph Agnostic Causal Bayesian Optimisation},
  author = {Mukherjee, Sumantrak and Zhang, Mengyan and Flaxman, Seth and Vollmer, Sebastian},
  booktitle = {NeurIPS BDU Workshop},
  year = {2024},
  note = {Workshop paper, 2024},
}