Chirag Modi

Orcid: 0000-0002-1670-2248

Affiliations:
  • Flatiron Institute, Center for Computational Astrophysics, New York, NY, USA
  • University of California, Berkeley, Center for Cosmological Physics, CA, USA (PhD 2020)


According to our database1, Chirag Modi authored at least 10 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2017
2018
2019
2020
2021
2022
2023
2024
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Legend:

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Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Batch, match, and patch: low-rank approximations for score-based variational inference.
CoRR, 2024

LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology.
CoRR, 2024

EigenVI: score-based variational inference with orthogonal function expansions.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Batch and match: black-box variational inference with a score-based divergence.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
SimBIG: Field-level Simulation-Based Inference of Galaxy Clustering.
CoRR, 2023

Variational Inference with Gaussian Score Matching.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021
Delayed rejection Hamiltonian Monte Carlo for sampling multiscale distributions.
CoRR, 2021

FlowPM: Distributed TensorFlow implementation of the FastPM cosmological N-body solver.
Astron. Comput., 2021

2019
Generative Learning of Counterfactual for Synthetic Control Applications in Econometrics.
CoRR, 2019

2017
A fast algorithm for identifying friends-of-friends halos.
Astron. Comput., 2017


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