Aleksandra Ciprijanovic

24 papers Journal 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	First Estimation of Model Parameters for Neutrino-Induced Nucleon Knockout Using Simulation-Based Inference. CoRR Karla Tame-Narvaez, Steven Gardiner, Aleksandra Ciprijanovic, Giuseppe Cerati
2026	J	`jnl`	Opportunities in AI/ML for the Rubin LSST Dark Energy Science Collaboration. CoRR LSST Dark Energy Science Collaboration, Eric Aubourg, Camille Avestruz, Matthew R. Becker, Biswajit Biswas, Rahul Biswas, Boris Bolliet, Adam S. Bolton, Clecio R. Bom, Raphaël Bonnet-Guerrini, Alexandre Boucaud, Jean-Eric Campagne, Chihway Chang, Aleksandra Ciprijanovic, Johann Cohen-Tanugi, Michael W. Coughlin, John Franklin Crenshaw, Juan C. Cuevas-Tello, Juan de Vicente, Seth W. Digel, Steven Dillmann, Mariano Javier de León Dominguez Romero, Alex Drlica-Wagner, Sydney Erickson, Alexander T. Gagliano, Christos Georgiou, Aritra Ghosh, Matthew Grayling, Kirill A. Grishin, Alan Heavens, Lindsay R. House, Mustapha Ishak, Wassim Kabalan, Arun Kannawadi, François Lanusse, C. Danielle Leonard, Pierre-François Léget, Michelle Lochner, Yao-Yuan Mao, Peter Melchior, Grant Merz, Martin Millon, Anais Möller, Gautham Narayan, Yuuki Omori, Hiranya Peiris, Laurence Perreault Levasseur, Andrés Alejandro Plazas Malagón, Nesar Ramachandra, Benjamin Remy, Cécile Roucelle, Jaime Ruiz-Zapatero, Stefan Schuldt, Ignacio Sevilla-Noarbe, Ved G. Shah, Tjitske Starkenburg, Stephen Thorp, Laura Toribio San Cipriano, Tilman Tröster, Roberto Trotta, Padma Venkatraman, Amanda Wasserman, Tim White, Justine Zeghal, Tianqing Zhang, Yuanyuan Zhang
2025	J	`jnl`	SIDDA: SInkhorn Dynamic Domain Adaptation for Image Classification with Equivariant Neural Networks. CoRR Sneh Pandya, Purvik Patel, Brian Nord, Mike Walmsley, Aleksandra Ciprijanovic
2024	J	`jnl`	DeepUQ: Assessing the Aleatoric Uncertainties from two Deep Learning Methods. CoRR Rebecca Nevin, Aleksandra Ciprijanovic, Brian Nord
2024	J	`jnl`	Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis. CoRR Paxson Swierc, Marcos Tamargo-Arizmendi, Aleksandra Ciprijanovic, Brian Nord
2024	J	`jnl`	Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification. CoRR Shrihan Agarwal, Aleksandra Ciprijanovic, Brian Nord
2023	J	`jnl`	DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection. CoRR Aleksandra Ciprijanovic, Ashia Lewis, Kevin Pedro, Sandeep Madireddy, Brian Nord, Gabriel N. Perdue, Stefan M. Wild
2023	J	`jnl`	DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection. Mach. Learn. Sci. Technol. Aleksandra Ciprijanovic, Ashia Lewis, Kevin Pedro, Sandeep Madireddy, Brian Nord, Gabriel N. Perdue, Stefan M. Wild
2023	J	`jnl`	Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets. CoRR Andrea Roncoli, Aleksandra Ciprijanovic, Maggie Voetberg, Francisco Villaescusa-Navarro, Brian Nord
2022	J	`jnl`	DIGS: deep inference of galaxy spectra with neural posterior estimation. Mach. Learn. Sci. Technol. Gourav Khullar, Brian Nord, Aleksandra Ciprijanovic, Jason Poh, Fei Xu
2022	J	`jnl`	DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification. Mach. Learn. Sci. Technol. Aleksandra Ciprijanovic, Diana Kafkes, Gregory F. Snyder, F. Javier Sánchez, Gabriel Nathan Perdue, Kevin Pedro, Brian Nord, Sandeep Madireddy, Stefan M. Wild
2022	J	`jnl`	DeepGhostBusters: Using Mask R-CNN to detect and mask ghosting and scattered-light artifacts from optical survey images. Astron. Comput. Dimitrios Tanoglidis, Aleksandra Ciprijanovic, Alex Drlica-Wagner, Brian Nord, Michael H. L. S. Wang, A. Jacob Amsellem, K. Downey, S. Jenkins, Diana Kafkes, Z. Zhang
2022	J	`jnl`	Inferring Structural Parameters of Low-Surface-Brightness-Galaxies with Uncertainty Quantification using Bayesian Neural Networks. CoRR Dimitrios Tanoglidis, Aleksandra Ciprijanovic, Alex Drlica-Wagner
2022	J	`jnl`	Machine Learning and Cosmology. CoRR 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
2022	J	`jnl`	Neural Inference of Gaussian Processes for Time Series Data of Quasars. CoRR Egor Danilov, Aleksandra Ciprijanovic, Brian Nord
2022	J	`jnl`	Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection. CoRR Aleksandra Ciprijanovic, Ashia Lewis, Kevin Pedro, Sandeep Madireddy, Brian Nord, Gabriel N. Perdue, Stefan M. Wild
2021	J	`jnl`	DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification. CoRR Aleksandra Ciprijanovic, Diana Kafkes, Gregory F. Snyder, F. Javier Sánchez, Gabriel Nathan Perdue, Kevin Pedro, Brian Nord, Sandeep Madireddy, Stefan M. Wild
2021	J	`jnl`	DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains. CoRR Aleksandra Ciprijanovic, Diana Kafkes, K. Downey, S. Jenkins, Gabriel N. Perdue, Sandeep Madireddy, T. Johnston, Gregory F. Snyder, Brian Nord
2021	J	`jnl`	DeepShadows: Separating low surface brightness galaxies from artifacts using deep learning. Astron. Comput. Dimitrios Tanoglidis, Aleksandra Ciprijanovic, Alex Drlica-Wagner
2021	J	`jnl`	Robustness of deep learning algorithms in astronomy - galaxy morphology studies. CoRR Aleksandra Ciprijanovic, Diana Kafkes, Gabriel N. Perdue, Kevin Pedro, Gregory F. Snyder, F. Javier Sánchez, Sandeep Madireddy, Stefan M. Wild, Brian Nord
2020	J	`jnl`	DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks. CoRR Aleksandra Ciprijanovic, Gregory F. Snyder, Brian Nord, Joshua E. G. Peek
2020	J	`jnl`	DeepMerge: Classifying high-redshift merging galaxies with deep neural networks. Astron. Comput. Aleksandra Ciprijanovic, Gregory F. Snyder, Brian Nord, Joshua E. G. Peek
2020	J	`jnl`	DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning. CoRR Dimitrios Tanoglidis, Aleksandra Ciprijanovic, Alex Drlica-Wagner
2020	J	`jnl`	Domain adaptation techniques for improved cross-domain study of galaxy mergers. CoRR Aleksandra Ciprijanovic, Diana Kafkes, S. Jenkins, K. Downey, Gabriel N. Perdue, Sandeep Madireddy, T. Johnston, Brian Nord