Moran, Gemma E.

1. Identifiable Deep Generative Models via Sparse Decoding
   2021/10/20 by Gemma E. Moran, Dhanya Sridhar, Moran, Gemma E. +5 · 10 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Gene expression and cancer classification #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
2. Towards Interpretable Deep Generative Models via Causal Representation Learning
   2025/04/15 by Gemma E. Moran, Moran, Gemma E., Bryon Aragam +1 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)