Sonali Parbhoo

1. Beyond Sparsity: Tree Regularization of Deep Models for Interpretability
   2017/11/16 by Mike Wu, Wu, Mike, Michael C. Hughes +9 · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Healthcare
2. NCoRE: Neural Counterfactual Representation Learning for Combinations of Treatments
   2021/03/20 by Sonali Parbhoo, Parbhoo, Sonali, Stefan Bauer +3 · 2 citations
   Computer Science · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Methodology (stat.ME)
3. Learning-to-defer for sequential medical decision-making under uncertainty
   2021/09/13 by Shalmali Joshi, Sonali Parbhoo, Joshi, Shalmali +3 · 1 citation
   Computer Science · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Informed MCMC with Bayesian Neural Networks for Facial Image Analysis
   2018/11/19 by Adam Kortylewski, Kortylewski, Adam, Mario Wieser +11 · 2 citations
   Computer Science · #Face recognition and analysis #Face and Expression Recognition #Generative Adversarial Networks and Image Synthesis