publications

2026

1. IEEE SusTech

   Data-driven Lake Water Quality Forecasting for Time Series with Missing Data using Machine Learning

   Rishit Chatterjee and T. Chowdhury

   In 13th IEEE Conference on Technologies for Sustainability (SusTech), Orange County, CA, USA, 2026

   Accepted for oral presentation. Preprint: arXiv:2601.15503

   DOI Bib HTML

   @inproceedings{chatterjee2026lake,
     title = {Data-driven Lake Water Quality Forecasting for Time Series with Missing Data using Machine Learning},
     author = {Chatterjee, Rishit and Chowdhury, T.},
     booktitle = {13th IEEE Conference on Technologies for Sustainability (SusTech)},
     location = {Orange County, CA, USA},
     year = {2026},
     note = {Accepted for oral presentation. Preprint: arXiv:2601.15503},
     doi = {10.48550/arXiv.2601.15503},
   }

2. ICML Workshop

   Equivalence Testing of Parametric Models via the Effective Dimension

   M. Kaufmann, Rishit Chatterjee, A. Dang, and 2 more authors

   In The ICML 2026 Workshop on Hypothesis Testing, 2026

   Workshop paper

   Bib HTML

   @inproceedings{kaufmann2026equivalence,
     title = {Equivalence Testing of Parametric Models via the Effective Dimension},
     author = {Kaufmann, M. and Chatterjee, Rishit and Dang, A. and Giacobbe, M. and Berrang, P.},
     booktitle = {The ICML 2026 Workshop on Hypothesis Testing},
     year = {2026},
     note = {Workshop paper},
   }

3. ICML Workshop

   Detecting 4-Bit Adversaries at the Token Level

   M. Kaufmann, Rishit Chatterjee, A. Dang, and 2 more authors

   In The ICML 2026 Workshop on Hypothesis Testing, 2026

   Workshop paper

   Bib HTML

   @inproceedings{kaufmann2026detecting,
     title = {Detecting 4-Bit Adversaries at the Token Level},
     author = {Kaufmann, M. and Chatterjee, Rishit and Dang, A. and Giacobbe, M. and Berrang, P.},
     booktitle = {The ICML 2026 Workshop on Hypothesis Testing},
     year = {2026},
     note = {Workshop paper},
   }

4. ICML Workshop

   Trust from afar: Evaluating remote model instances

   Rishit Chatterjee, A. Dang, M. Kaufmann, and 2 more authors

   In The ICML 2026 Workshop on Hypothesis Testing, 2026

   Workshop paper

   Bib HTML

   @inproceedings{chatterjee2026trust,
     title = {Trust from afar: Evaluating remote model instances},
     author = {Chatterjee, Rishit and Dang, A. and Kaufmann, M. and Giacobbe, M. and Berrang, P.},
     booktitle = {The ICML 2026 Workshop on Hypothesis Testing},
     year = {2026},
     note = {Workshop paper},
   }

2024

1. IEEE EMBC

   A nested cross validation approach to machine learning model performance evaluation on a small dataset for Creutzfeldt-Jakob disease diagnosis

   Rishit Chatterjee and K. Takahashi

   In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, 2024

   DOI Bib HTML

   @inproceedings{chatterjee2024nested,
     title = {A nested cross validation approach to machine learning model performance evaluation on a small dataset for Creutzfeldt-Jakob disease diagnosis},
     author = {Chatterjee, Rishit and Takahashi, K.},
     booktitle = {2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
     location = {Orlando, FL, USA},
     pages = {1--4},
     year = {2024},
     doi = {10.1109/EMBC53108.2024.10782803},
   }