Daolang Huang

1. Learning Robust Statistics for Simulation-based Inference under Model Misspecification
   2023/05/25 by Daolang Huang, Huang, Daolang, Ayush Bharti +7 · 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) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods
2. Amortized Probabilistic Conditioning for Optimization, Simulation and Inference
   2024/10/20 by Paul E. Chang, Nasrulloh Loka, Chang, Paul E. +9 · 1 voice · 8 citations
   Computer Science · Engineering · Mathematics · #Embedded Systems Design Techniques #Manufacturing Process and Optimization #Parallel Computing and Optimization Techniques #cs.LG #stat.ML
3. Amortized Bayesian Experimental Design for Decision-Making
   2024/11/04 by Daolang Huang, Yujia Guo, Huang, Daolang +5 · 2 voices · 4 citations
   Decision Sciences · #Optimal Experimental Design Methods
4. Bayesian Optimization Augmented with Actively Elicited Expert Knowledge
   2022/08/18 by Daolang Huang, Huang, Daolang, Louis Filstroff +7 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
5. Practical Equivariances via Relational Conditional Neural Processes
   2023/06/19 by Daolang Huang, Huang, Daolang, Manuel Haußmann +13 · 1 citation
   Computer Science · #Neural Networks and Applications #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning
6. ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
   2025/06/08 by Daolang Huang, Huang, Daolang, Ayush Bharti +6 · 2 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms