Gautam Dasarathy

1. MISSION: Ultra Large-Scale Feature Selection using Count-Sketches
   2018/06/12 by Amirali Aghazadeh, Ryan Spring, Aghazadeh, Amirali +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. Regularization via Structural Label Smoothing
   2020/01/07 by Weizhi Li, Li, Weizhi, Gautam Dasarathy +3 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Graph quilting: graphical model selection from partially observed\n covariances
   2019/12/11 by Giuseppe Vinci, Vinci, Giuseppe, Gautam Dasarathy +3 · 3 citations
   Neuroscience · Computer Science · Environmental Science · #Functional Brain Connectivity Studies #Bayesian Modeling and Causal Inference #Health, Environment, Cognitive Aging
4. Differentiable Programming for Hyperspectral Unmixing using a\n Physics-based Dispersion Model
   2020/07/12 by John Janiczek, Parth Thaker, Janiczek, John +9 · 1 citation
   Engineering · Environmental Science · #Advanced Image Fusion Techniques #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Remote Sensing in Agriculture #Remote-Sensing Image Classification #electronic engineering #information engineering
5. Communication-Efficient Federated Learning over Wireless Channels via Gradient Sketching
   2024/10/30 by Vineet Sunil Gattani, Gattani, Vineet Sunil, Junshan Zhang +3 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
6. Mixing-Free and Signal-Optimal Learning of Gaussian Graphical Models from Glauber Dynamics
   2026/07/20 by Vignesh Tirukkonda, Gautam Dasarathy
   #stat.ML #cs.LG #math.ST #stat.TH