Sumanth Varambally
- Domain Generalization via Inference-time Label-Preserving Target Projections
2021/03/01 by Prashant Pandey, Mrigank Raman, Pandey, Prashant +5 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Discovering Mixtures of Structural Causal Models from Time Series Data
2023/10/10 by Sumanth Varambally, Varambally, Sumanth, Yi-An Ma +3 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Discovering Latent Causal Graphs from Spatiotemporal Data
2024/11/08 by Kun Wang, Wang, Kun, Sumanth Varambally +7 · 1 citation
Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)