Richard J. Samworth
- A useful variant of the Davis--Kahan theorem for statisticians
2014/05/04 by Yi Yu, Tengyao Wang, Yu, Yi +3 · 30 citations
Mathematics · #62H25 #Advanced Statistical Methods and Models #FOS: Mathematics #Random Matrices and Applications #Statistical Methods and Inference #Statistics Theory (math.ST)
- Robust inference with knockoffs
2018/01/11 by Rina Foygel Barber, Emmanuel J. Candès, Barber, Rina Foygel +3 · 4 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Maximum likelihood estimation of a multidimensional log-concave density
2008/04/24 by Madeleine Cule, Cule, Madeleine, Richard J. Samworth +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gene expression and cancer classification #Methodology (stat.ME) #Statistical Methods and Inference
- High-probability minimax lower bounds
2024/06/19 by Tianyi Ma, Ma, Tianyi, Kabir A. Verchand +3 · 5 citations
Decision Sciences · #62B10 #62C20 #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making #Statistics Theory (math.ST)
- Optimal convex M-estimation via score matching
2024/03/25 by Oliver Y. Feng, Yu-Chun Kao, Feng, Oliver Y. +5 · 5 citations
Decision Sciences · Engineering · Mathematics · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Risk and Portfolio Optimization #Statistical Methods and Inference #Statistics Theory (math.ST)
- Generalised additive and index models with shape constraints
2014/04/10 by Yining Chen, Chen, Yining, Richard J. Samworth +1 · 1 citation
Computer Science · Mathematics · #62G08 #Bayesian Modeling and Causal Inference #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Isotonic subgroup selection
2023/05/08 by Manuel Müller, Müller, Manuel M., Henry W. J. Reeve +5 · 2 citations
Mathematics · #62G08 #62H15 #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
- Optimal subgroup selection
2021/09/02 by Henry W. J. Reeve, Timothy I. Cannings, Reeve, Henry W. J. +3 · 2 citations
Mathematics · Decision Sciences · #Statistical Methods and Inference #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques
- Estimation beyond Missing (Completely) at Random
2024/10/14 by Tianyi Ma, Kabir A. Verchand, Ma, Tianyi +7 · 1 citation
Computer Science · Mathematics · #Machine Learning and Algorithms #Neural Networks and Applications #Statistical Methods and Inference