Siddharth Mishra-Sharma

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Data Compression

Statistics Of Natural Images

Top Venues

Mach. Learn. Sci. Technol.

Trans. Mach. Learn. Res.

Publications

Lukas Heinrich, Siddharth Mishra-Sharma, Chris Pollard, Philipp Windischhofer
Hierarchical Neural Simulation-Based Inference Over Event Ensembles. Trans. Mach. Learn. Res. 2024 (2024)
Siddharth Mishra-Sharma, Yiding Song, Jesse Thaler
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models. CoRR (2024)
Aizhan Akhmetzhanova, Siddharth Mishra-Sharma, Cora Dvorkin
Data Compression and Inference in Cosmology with Self-Supervised Machine Learning. CoRR (2023)
Lukas Heinrich, Siddharth Mishra-Sharma, Chris Pollard, Philipp Windischhofer
Hierarchical Neural Simulation-Based Inference Over Event Ensembles. CoRR (2023)
Carolina Cuesta-Lázaro, Siddharth Mishra-Sharma
A point cloud approach to generative modeling for galaxy surveys at the field level. CoRR (2023)
Siddharth Mishra-Sharma
Inferring dark matter substructure with astrometric lensing beyond the power spectrum. Mach. Learn. Sci. Technol. 3 (1) (2022)
Siddharth Mishra-Sharma, Ge Yang
Strong Lensing Source Reconstruction Using Continuous Neural Fields. CoRR (2022)
Tri Nguyen, Siddharth Mishra-Sharma, Reuel Williams, Lina Necib
Uncovering dark matter density profiles in dwarf galaxies with graph neural networks. CoRR (2022)
Cora Dvorkin, Siddharth Mishra-Sharma, Brian Nord, V. Ashley Villar, Camille Avestruz, Keith Bechtol, Aleksandra Ciprijanovic, Andrew J. Connolly, Lehman H. Garrison, Gautham Narayan, Francisco Villaescusa-Navarro
Machine Learning and Cosmology. CoRR (2022)
Gemma Zhang, Siddharth Mishra-Sharma, Cora Dvorkin
Inferring subhalo effective density slopes from strong lensing observations with neural likelihood-ratio estimation. CoRR (2022)
Siddharth Mishra-Sharma, Kyle Cranmer
A neural simulation-based inference approach for characterizing the Galactic Center γ-ray excess. CoRR (2021)
Siddharth Mishra-Sharma
Inferring dark matter substructure with astrometric lensing beyond the power spectrum. CoRR (2021)