Adrien Corenflos

1. BlackJAX: Composable Bayesian inference in JAX
   2024/02/16 by Alberto Cabezas, Adrien Corenflos, Cabezas, Alberto +41 · 1 voice · 22 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Machine Learning in Healthcare #cs.LG #cs.MS #stat.CO #stat.ML
2. Differentiable Particle Filtering via Entropy-Regularized Optimal Transport
   2021/02/15 by Adrien Corenflos, Corenflos, Adrien, Jim Thornton +6 · 6 citations
   Computer Science · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Target Tracking and Data Fusion in Sensor Networks
3. Parallel square-root statistical linear regression for inference in nonlinear state space models
   2022/06/29 by Fatemeh Yaghoobi, Yaghoobi, Fatemeh, Adrien Corenflos +5 · 4 citations
   Engineering · Computer Science · #Fault Detection and Control Systems #Control Systems and Identification #Blind Source Separation Techniques
4. Nesting Particle Filters for Experimental Design in Dynamical Systems
   2024/02/12 by Sahel Iqbal, Adrien Corenflos, Iqbal, Sahel +5 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Diffusion and Search Dynamics
5. Conditioning diffusion models by explicit forward-backward bridging
   2024/05/22 by Adrien Corenflos, Zheng Zhao, Corenflos, Adrien +7 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Model Reduction and Neural Networks
6. Variational Gaussian filtering via Wasserstein gradient flows
   2023/03/11 by Adrien Corenflos, Corenflos, Adrien, Hany Abdulsamad +1 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computation (stat.CO) #Computational Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #Finance #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Systems and Control (eess.SY) #and Science (cs.CE) #electronic engineering #information engineering
7. Particle-MALA and Particle-mGRAD: Gradient-based MCMC methods for high-dimensional state-space models
   2024/01/26 by Adrien Corenflos, Axel Finke, Corenflos, Adrien +1 · 1 citation
   Computer Science · Engineering · #Computation (stat.CO) #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Target Tracking and Data Fusion in Sensor Networks
8. Wasserstein Contraction of Coordinate Ascent Variational Inference
   2026/05/28 by Rocco Caprio, Adrien Corenflos, Sam Power · 2 voices
   #stat.ML #cs.LG #math.FA #math.OC #math.PR #stat.CO