Adam S. Charles
- Prospective Learning: Principled Extrapolation to the Future
2022/01/19 by Ashwin De Silva, De Silva, Ashwin, Rahul Ramesh +91 · 2 voices · 2 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #Domain Adaptation and Few-Shot Learning #cs.AI #cs.LG
- Re-Weighted l1 Dynamic Filtering for Time-Varying Sparse Signal Estimation
2012/08/01 by Adam S. Charles, Charles, Adam S., Christopher J. Rozell +1 · 2 citations
Computer Science · Engineering · Mathematics · #Applications (stat.AP) #Bayesian Methods and Mixture Models #Blind Source Separation Techniques #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Statistical Methods and Inference #Statistics Theory (math.ST) #math.ST #stat.AP #stat.TH
- Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics
2024/08/29 by Yenho Chen, Noga Mudrik, Chen, Yenho +9 · 1 voice · 3 citations
Computer Science · Mathematics · #Machine Learning and Data Classification #Neural Networks and Applications #Statistical and Computational Modeling #cs.LG #stat.ML
- Unsupervised discovery of the shared and private geometry in multi-view data
2024/08/22 by Sai Koukuntla, Koukuntla, Sai, Joshua B. Julian +11 · 2 citations
Computer Science · Engineering · #Data Management and Algorithms #Automated Road and Building Extraction #3D Shape Modeling and Analysis
- CREIMBO: Cross-Regional Ensemble Interactions in Multi-view Brain Observations
2024/05/27 by Noga Mudrik, Mudrik, Noga, Ryan Ly +5 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · Neuroscience · #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM) #q-bio.NC #q-bio.QM #stat.ML