Jakob Robnik
- Microcanonical Hamiltonian Monte Carlo
2022/12/16 by Jakob Robnik, Robnik, Jakob, G. Bruno De Luca +5 · 6 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Theory (hep-th) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Markov Chains and Monte Carlo Methods #Protein Structure and Dynamics #Statistical Mechanics and Entropy
- Periodicity significance testing with null-signal templates: reassessment of PTF's SMBH binary candidates
2024/07/24 by Jakob Robnik, Robnik, Jakob, Adrian E. Bayer +9 · 3 citations
Decision Sciences · Physics and Astronomy · Engineering · #Scientific Measurement and Uncertainty Evaluation #Radioactive Decay and Measurement Techniques #Fault Detection and Control Systems
- Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks
2025/02/10 by Emanuel Sommer, Jakob Robnik, Sommer, Emanuel +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo
2025/03/03 by Jakob Robnik, Reuben Cohn-Gordon, Robnik, Jakob +3 · 1 citation
Mathematics · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Quantum many-body systems #Theoretical and Computational Physics