Siddharth Mishra-Sharma
- Auditing language models for hidden objectives
2025/03/14 by Samuel Marks, Samuel D. Marks, Marks, Samuel +71 · 1 voice · 17 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL #cs.LG
- Full-shape analysis with simulation-based priors: constraints on single field inflation from BOSS
2024/02/20 by Mikhail M. Ivanov, Ivanov, Mikhail M., Carolina Cuesta-Lazaro +7 · 8 citations
Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Geomagnetism and Paleomagnetism Studies #Geophysics and Gravity Measurements #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th)
- Report of the Topical Group on Cosmic Probes of Dark Matter for Snowmass 2021
2022/09/17 by A. Drlica-Wagner, Alex Drlica-Wagner, Chanda Prescod-Weinstein +83 · 2 voices · 3 citations
Physics and Astronomy · Engineering · #Dark Matter and Cosmic Phenomena #Photocathodes and Microchannel Plates #Atomic and Subatomic Physics Research
- Maven: A Multimodal Foundation Model for Supernova Science
2024/08/29 by Thomas Helfer, Zhang, Gemma, Helfer, Thomas +6 · 10 citations
Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Mobile and Web Applications #Seismology and Earthquake Studies
- PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models
2024/03/13 by Siddharth Mishra-Sharma, Yiding Song, Mishra-Sharma, Siddharth +3 · 4 citations
Earth and Planetary Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Environmental Monitoring and Data Management #FOS: Computer and information sciences #FOS: Physical sciences #Information Retrieval (cs.IR) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Snowmass2021: Vera C. Rubin Observatory as a Flagship Dark Matter\n Experiment
2022/03/14 by Yao-Yuan Mao, Mao, Yao-Yuan, Annika H. G. Peter +63 · 2 citations
Physics and Astronomy · #Scientific Research and Discoveries
- Hierarchical Neural Simulation-Based Inference Over Event Ensembles
2023/06/21 by L. Heinrich, Siddharth Mishra-Sharma, Heinrich, Lukas +5 · 2 citations
Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Scientific Computing and Data Management #Simulation Techniques and Applications
- A Generative Modeling Approach to Reconstructing 21-cm Tomographic Data
2024/07/30 by Nashwan Sabti, Sabti, Nashwan, Julián B. Muñoz +6 · 3 citations
Earth and Planetary Sciences · Medicine · #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Geological Modeling and Analysis #Medical Imaging Techniques and Applications #Seismic Imaging and Inversion Techniques
- Probing the Fundamental Nature of Dark Matter with the Large Synoptic Survey Telescope
2019/02/03 by A. Drlica-Wagner, Yao-Yuan Mao, Drlica-Wagner, Alex +200 · 1 citation
Physics and Astronomy · Materials Science · Computer Science · #Dark Matter and Cosmic Phenomena #Chemical and Physical Properties of Materials #Computational Physics and Python Applications
- A Cosmic-Scale Benchmark for Symmetry-Preserving Data Processing
2024/10/27 by Julia Balla, Balla, Julia, Siddharth Mishra-Sharma +7 · 1 voice · 2 citations
Computer Science · Physics and Astronomy · #Advanced Mathematical Theories and Applications #Dark Matter and Cosmic Phenomena #Parallel Computing and Optimization Techniques #astro-ph.IM #cs.LG
- Inferring the Morphology of the Galactic Center Excess with Gaussian Processes
2024/10/28 by Edward Ramirez, Yitian Sun, Ramirez, Edward D. +7 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research
- Program Synthesis for Simulation-Based Inference: Joint Model Selection and Parameter Estimation
2026/07/20 by Siddharth Mishra-Sharma
#cs.LG #stat.ML