Peter Grünwald
- Game-theoretic statistics and safe anytime-valid inference
2022/10/04 by Aaditya Ramdas, Peter Grünwald, Ramdas, Aaditya +5 · 4 voices · 20 citations
#math.ST #cs.GT #cs.IT #stat.ME
- Safe Testing
2019/06/18 by Peter Grünwald, Grünwald, Peter, Rianne de Heide +3 · 21 citations
Computer Science · #Bayesian Modeling and Causal Inference
- Beyond Neyman-Pearson: e-values enable hypothesis testing with a data-driven alpha
2022/05/02 by Peter Grünwald, Grünwald, Peter · 8 citations
Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Is Ockham’s razor losing its edge? New perspectives on the principle of model parsimony
2025/01/27 by Marina Dubova, Suyog Chandramouli, Gerd Gigerenzer +12 · 2 voices · 5 citations
Computer Science · Decision Sciences · #Data Visualization and Analytics #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
- A Tight Excess Risk Bound via a Unified\n PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity
2017/10/20 by Peter Grünwald, Nishant A. Mehta, Grünwald, Peter D. +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Generic E-Variables for Exact Sequential k-Sample Tests that allow for Optional Stopping
2021/06/04 by Rosanne Turner, Alexander Ly, Turner, Rosanne +3 · 2 citations
Mathematics · Decision Sciences · #Statistical Methods in Clinical Trials #Advanced Causal Inference Techniques #Data Quality and Management
- Reverse Information Projections and Optimal E-statistics
2023/06/29 by Tyron Lardy, Lardy, Tyron, Peter Grünwald +3 · 2 citations
Computer Science · #62B10 (primary) #94A17 (secondary) #Adversarial Robustness in Machine Learning #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning and Algorithms #Statistics Theory (math.ST)
- Anytime Valid Tests of Conditional Independence Under Model-X
2022/09/26 by Peter Grünwald, Alexander Henzi, Grünwald, Peter +3 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
- Game-Theoretic Statistics and Safe Anytime-Valid Inference
2023/11/01 by Aaditya Ramdas, Peter Grünwald, Vladimir Vovk +1 · 1 voice · 1 citation
Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Description length of canonical and microcanonical models
2023/07/11 by Francesca Giuffrida, Tiziano Squartini, Giuffrida, Francesca +5 · 2 citations
Physics and Astronomy · Economics, Econometrics and Finance · #Statistical Mechanics and Entropy #Complex Systems and Time Series Analysis #Financial Risk and Volatility Modeling