Arnab Auddy
- Exact Detection Thresholds and Minimax Optimality of Chatterjee's Correlation Coefficient
2021/04/30 by Arnab Auddy, Auddy, Arnab, Nabarun Deb +3 · 2 citations
Decision Sciences · Mathematics · #60F05 #62E17 #62G10 #62H20 #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Probability (math.PR) #Probability and Risk Models #Statistical Methods and Inference #Statistics Theory (math.ST)
- On Estimating Rank-One Spiked Tensors in the Presence of Heavy Tailed Errors
2021/07/20 by Arnab Auddy, Ming Yuan, Auddy, Arnab +1 · 2 citations
Computer Science · Mathematics · #15A18 #15A69 #62-08 #62F35 #62H25 #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Random Matrices and Applications #Statistics Theory (math.ST) #Tensor decomposition and applications
- Large Dimensional Independent Component Analysis: Statistical Optimality and Computational Tractability
2023/03/31 by Arnab Auddy, Auddy, Arnab, Ming Yuan +1 · 2 citations
Computer Science · Engineering · #62H12 #62H25 #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
- Approximate Leave-one-out Cross Validation for Regression with ℓ1 Regularizers (extended version)
2023/10/26 by Arnab Auddy, Auddy, Arnab, Haolin Zou +5 · 1 citation
Mathematics · Engineering · #Statistical Methods and Inference #Fault Detection and Control Systems #Control Systems and Identification
- Newfluence: Boosting Model interpretability and Understanding in High Dimensions
2025/07/16 by Haolin Zou, Arnab Auddy, Zou, Haolin +7 · 2 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Reservoir Engineering and Simulation Methods