Peter J. Bickel
- Obstacles to High-Dimensional Particle Filtering
2008/05/30 by Chris Snyder, Thomas Bengtsson, Peter J. Bickel +3 · 27 citations
Environmental Science · Earth and Planetary Sciences · #Climate variability and models #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research
- Covariance regularization by thresholding
2008/12/01 by Peter J. Bickel, Elizaveta Levina · 19 citations
Mathematics · Computer Science · Engineering · #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
- Regularized estimation of large covariance matrices
2008/02/01 by Peter J. Bickel, Elizaveta Levina · 11 citations
Mathematics · Computer Science · #Random Matrices and Applications #Statistical Methods and Inference #Distributed Sensor Networks and Detection Algorithms
- On Some Robust Estimates of Location
1965/06/01 by Peter J. Bickel · 4 citations
Mathematics · #Advanced Statistical Methods and Models #Statistical Methods and Inference #Mathematical Inequalities and Applications
- Hierarchical Community Detection by Recursive Partitioning
2018/10/02 by Tianxi Li, Li, Tianxi, Lihua Lei +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
- Large Vector Auto Regressions
2011/06/20 by Song Song, Peter J. Bickel, Song, Song +1 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Economics and business #Face and Expression Recognition #Machine Learning (stat.ML) #Methodology (stat.ME) #Neural Networks and Applications #Statistical Finance (q-fin.ST)
- Measures of independence and functional dependence
2022/06/27 by Peter J. Bickel, Bickel, Peter J. · 2 citations
Computer Science · Mathematics · #62H15 (Secondary) #62H20 (Primary) #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
- Two provably consistent divide and conquer clustering algorithms for\n large networks
2017/08/18 by Soumendu Sundar Mukherjee, Purnamrita Sarkar, Mukherjee, Soumendu Sundar +3 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Network Traffic and Congestion Control #Statistics Theory (math.ST)