van der Heide, Chris
- Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes
2022/10/14 by Liam Hodgkinson, Chris van der Heide, Hodgkinson, Liam +5 · 3 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- The Interpolating Information Criterion for Overparameterized Models
2023/07/15 by Liam Hodgkinson, Hodgkinson, Liam, Chris van der Heide +7 · 3 citations
Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference
- Stochastic Normalizing Flows
2020/02/21 by Liam Hodgkinson, Chris van der Heide, Hodgkinson, Liam +5 · 2 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis
- Temperature Optimization for Bayesian Deep Learning
2024/10/08 by K.C. Ng, Chris van der Heide, Ng, Kenyon +5 · 1 citation
Computer Science · #Gaussian Processes and Bayesian Inference
- Uncertainty Quantification with the Empirical Neural Tangent Kernel
2025/02/05 by Joseph N. Wilson, Chris van der Heide, Wilson, Joseph +5 · 2 citations
Decision Sciences · Computer Science · #Probabilistic and Robust Engineering Design #Neural Networks and Applications