Regol, Florence

1. Jointly-Learned Exit and Inference for a Dynamic Neural Network : JEI-DNN
   2023/10/13 by Florence Regol, Joud Chataoui, Regol, Florence +3 · 6 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
2. Interacting Diffusion Processes for Event Sequence Forecasting
   2023/10/26 by Mai Zeng, Florence Regol, Zeng, Mai +3 · 4 citations
   Computer Science · #Time Series Analysis and Forecasting
3. Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks
   2022/02/22 by Pal, Soumyasundar, Valkanas, Antonios, Regol, Florence +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Non-Parametric Graph Learning for Bayesian Graph Neural Networks
   2020/06/23 by Soumyasundar Pal, Saber Malekmohammadi, Pal, Soumyasundar +9 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Diffusing Gaussian Mixtures for Generating Categorical Data
   2023/03/08 by Florence Regol, Mark Coates, Regol, Florence +1 · 1 citation
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
6. Bayesian Graph Convolutional Neural Networks using Node Copying
   2019/11/08 by Soumyasundar Pal, Florence Regol, Pal, Soumyasundar +3 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Dynamic layer selection in decoder-only transformers
   2024/10/26 by Theodore Glavas, Glavas, Theodore, Joud Chataoui +11 · 2 citations
   Engineering · Computer Science · #Induction Heating and Inverter Technology #Advanced Data Compression Techniques #Neural Networks and Applications