Publications

Journal Articles

European Physical Journal C
Krish Desai, Owen Long, and Benjamin Nachman
Recommended Citation
Desai, K., Long, O., and Nachman, B. Unbinned Inference with Correlated Events. European Physical Journal C 85, 1089 (2025).
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Physical Review D
Krish Desai, Benjamin Nachman, and Jesse Thaler
Recommended Citation
Desai, K., Nachman, B., and Thaler, J. "Moment Unfolding: Moment extraction using an unfolding protocol without binning". Physical Review D, 110(11), 116013 (2024).
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Physical Review D
Krish Desai, Benjamin Nachman, and Jesse Thaler
Recommended Citation
Desai, K., Nachman, B., and Thaler, J. "SymmetryGAN: Symmetry Discovery with Deep Learning". Physical Review D, 105(9), 096031 (2022).
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Journal of Geometry
Ian Adelstein, Krish Desai, Anthony Ji, and Grace Zdeblick
Recommended Citation
Adelstein, I., Desai, K., Ji, A., and Zdeblick, G. "Oblivious points on translation surfaces". Journal of Geometry, 113(1), 6 (2022).
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Theses

University of California, Berkeley
Recommended Citation
Desai, Krish. "Machine Learning Methods for Cross Section Measurements". University of California, Berkeley. (2025) PhD Physics Dissertation. ISBN: 9798293893348
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Yale University
Recommended Citation
Desai, Krish. "Padé Approximants and the Anharmonic Oscillator". Yale University. (2020) MS and BS (Mathematics, Intensive) Thesis.
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Conference Proceedings

Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), ML4PS Track
Fernando Torales Acosta, Jay Chan, Krish Desai, Vinicius Mikuni, Benjamin Nachman, and Jingjing Pan
Recommended Citation
Acosta, F. T., Chan, J., Desai, K., Mikuni, V., Nachman, B., and Pan, J. "Neural Posterior Unfolding". NeurIPS ML4PS 177 (2024).
PDF Slides \(\Biblatex\) Code

Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), ML4PS Track
Huanbiao Zhu, Krish Desai, Mikael Kuusela, Vinicius Mikuni, Benjamin Nachman, and Larry Wasserman
Recommended Citation
Zhu, H., Desai, K., Kuusela, M., Mikuni, V., Nachman, B., and Wasserman, L. "Multidimensional Deconvolution with Profiling". NeurIPS ML4PS 150 (2024).
PDF Slides \(\Biblatex\) Code

Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS), ML4PS Track
Krish Desai, Benjamin Nachman, and Jesse Thaler
Recommended Citation
Desai, K., Nachman, B., and Thaler, J. "Deconvolving Detector Effects for Distribution Moments". NeurIPS ML4PS 43 (2022).
PDF Slides \(\Biblatex\) Code

Thirty-Fifth Annual Conference on Neural Information Processing Systems (NeurIPS), ML4PS Track
Krish Desai, Benjamin Nachman, and Jesse Thaler
Recommended Citation
Desai, K., Nachman, B., and Thaler, J. "Symmetry Discovery with Deep Learning". NeurIPS ML4PS 117 (2021)
PDF Slides \(\Biblatex\) Code

Preprints

Preprint arXiv:2512.07074
Huanbiao Zhu, Krish Desai, Mikael Kuusela, Vinicius Mikuni, Benjamin Nachman, and Larry Wasserman
Recommended Citation
Zhu, H., Desai, K., Kuusela, M., Mikuni, V., Nachman, B., and Wasserman, L. "Machine Learning-based Unfolding for Cross Section Measurements in the Presence of Nuisance Parameters". arXiv:2512.07074 (2025).
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Preprint arXiv:2511.03047
Emi Soroka, Tanmay Chopra, Krish Desai, and Sanjay Lall
Recommended Citation
Soroka, E., Chopra, T., Desai, K., and Lall, S. "Unsupervised Evaluation of Multi-Turn Objective-Driven Interactions". arXiv:2511.03047 (2025)
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Preprint arXiv:2509.06370
Fernando Torales Acosta, Jay Chan, Krish Desai, Vinicius Mikuni, Benjamin Nachman, Jingjing Pan, Francesco Rubbo
Recommended Citation
Acosta, F. T., Chan, J., Desai, K., Mikuni, V., Nachman, B., Pan, J., and Rubbo, F. "Neural Posterior Unfolding". arXiv:2509.06370 (2025).
PDF \(\Biblatex\) Code