Wacker, Philipp
- On the convergence of the Laplace approximation and noise-level-robustness of Laplace-based Monte Carlo methods for Bayesian inverse problems
2019/01/13 by Claudia Schillings, Björn Sprungk, Schillings, Claudia +3 · 5 citations
Mathematics · Decision Sciences · #Mathematical Approximation and Integration #Probabilistic and Robust Engineering Design #Markov Chains and Monte Carlo Methods
- A strongly convergent numerical scheme from Ensemble Kalman inversion
2017/03/20 by Blömker, Dirk, Schillings, Claudia, Wacker, Philipp · 3 citations
#60H35 #65C30 #FOS: Mathematics #Probability (math.PR)
- Polarized consensus-based dynamics for optimization and sampling
2022/11/09 by Bungert, Leon, Roith, Tim, Wacker, Philipp · 3 citations
#35B40 #35Q93 #65N21 #90C26 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Laplace's method in Bayesian inverse problems
2017/01/27 by Philipp Wacker, Wacker, Philipp · 1 citation
Computer Science · Decision Sciences · Mathematics · #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Probabilistic and Robust Engineering Design #Probability (math.PR)
- Nested Sampling And Likelihood Plateaus
2020/05/18 by Schittenhelm, Doris, Wacker, Philipp · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- The lion in the attic -- A resolution of the Borel--Kolmogorov paradox
2020/09/10 by Leon Bungert, Bungert, Leon, Philipp Wacker +1 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #60E05 #Computability, Logic, AI Algorithms #FOS: Mathematics #Probability (math.PR) #Probability and Statistical Research #Statistical Mechanics and Entropy
- Continuous time limit of the stochastic ensemble Kalman inversion: Strong convergence analysis
2021/07/30 by Dirk Blömker, Blömker, Dirk, Claudia Schillings +5 · 1 citation
Computer Science · Environmental Science · Mathematics · #62F15 #65C30 #65N21 #65N75 #90C56 #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Numerical Analysis (math.NA) #Soil Geostatistics and Mapping #Statistical Methods and Bayesian Inference
- Connections between sequential Bayesian inference and evolutionary dynamics
2024/11/25 by Sahani Pathiraja, Philipp Wacker, Pathiraja, Sahani +1 · 2 citations
Biochemistry, Genetics and Molecular Biology · #35R60 #60G35 #62F15 #92-10 #Evolution and Genetic Dynamics #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Populations and Evolution (q-bio.PE) #Probability (math.PR)