Sandeep Madireddy
- Applications and Techniques for Fast Machine Learning in Science
2021/10/25 by Allison McCarn Deiana, A. M. Deiana, Nhan Tran +111 · 1 voice · 2 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Neural Networks and Reservoir Computing #Anomaly Detection Techniques and Applications
- Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry
2024/11/20 by Yoel Zimmermann, Adib Bazgir, Zimmermann, Yoel +298 · 3 voices · 6 citations
Engineering · #Biomedical and Engineering Education
- AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons
2025/02/19 by Shaona Ghosh, Heather Frase, Ghosh, Shaona +200 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
- Improving Performance in Continual Learning Tasks using Bio-Inspired Architectures
2023/08/08 by Sandeep Madireddy, Ángel Yanguas-Gil, Madireddy, Sandeep +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- A Modular Deep Learning Pipeline for Galaxy-Scale Strong Gravitational Lens Detection and Modeling
2019/11/10 by Sandeep Madireddy, Madireddy, Sandeep, Nesar Ramachandra +13 · 1 citation
Computer Science · Physics and Astronomy · #Adaptive optics and wavefront sensing #Advanced Image Processing Techniques #Advanced Vision and Imaging #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Domain adaptation techniques for improved cross-domain study of galaxy mergers
2020/11/06 by Aleksandra Ćiprijanović, Diana Kafkes, Ćiprijanović, A. +13 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Physical sciences #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification
2021/12/28 by Aleksandra Ćiprijanović, Diana Kafkes, Ćiprijanović, Aleksandra +15 · 1 citation
Mathematics · #Advanced Statistical Methods and Models #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Robustness of deep learning algorithms in astronomy -- galaxy morphology studies
2021/11/01 by A. Ćiprijanović, D. Kafkes, Ćiprijanović, A. +15 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- AstroMLab 1: Who Wins Astronomy Jeopardy!?
2024/07/15 by Yuan-Sen Ting, Ting, Yuan-Sen, Tuan Dung Nguyen +19 · 3 citations
Economics, Econometrics and Finance · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computation and Language (cs.CL) #Earth and Planetary Astrophysics (astro-ph.EP) #Economic Growth and Productivity #FOS: Computer and information sciences #FOS: Physical sciences #History and Developments in Astronomy #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Solar and Stellar Astrophysics (astro-ph.SR) #Space exploration and regulation