Ćiprijanović, Aleksandra
- Machine Learning and Cosmology
2022/03/15 by Dvorkin, Cora, Mishra-Sharma, Siddharth, Nord, Brian +8 · 5 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- SIDDA: SInkhorn Dynamic Domain Adaptation for Image Classification with Equivariant Neural Networks
2025/01/23 by Pandya, Sneh, Patel, Purvik, Nord, Brian D. +2 · 4 citations
#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)
- Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets
2023/11/02 by Andrea Roncoli, Aleksandra Ćiprijanović, Roncoli, Andrea +7 · 2 citations
Computer Science · Engineering · #Machine Learning in Healthcare #Computational Physics and Python Applications #Traffic Prediction and Management Techniques
- 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)
- DeepGhostBusters: Using Mask R-CNN to Detect and Mask Ghosting and Scattered-Light Artifacts from Optical Survey Images
2021/09/16 by Tanoglidis, Dimitrios, Ćiprijanović, Aleksandra, Drlica-Wagner, Alex +7 · 1 citation
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis
2024/10/21 by Swierc, Paxson, Tamargo-Arizmendi, Marcos, Ćiprijanović, Aleksandra +1 · 2 citations
#Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Domain Adaptation for Measurements of Strong Gravitational Lenses
2023/11/28 by Swierc, Paxson, Zhao, Megan, Ćiprijanović, Aleksandra +1 · 1 citation
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification
2024/10/23 by Agarwal, Shrihan, Ćiprijanović, Aleksandra, Nord, Brian D. · 1 citation
#Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- DeepUQ: Assessing the Aleatoric Uncertainties from two Deep Learning Methods
2024/11/13 by Nevin, Rebecca, Ćiprijanović, Aleksandra, Nord, Brian D. · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Deep inference of simulated strong lenses in ground-based surveys
2025/01/15 by Poh, Jason, Samudre, Ashwin, Ćiprijanović, Aleksandra +3 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)