Arian Maleki
Scholar

Arian Maleki

Google Scholar ID: jUt50EcAAAAJ
Columbia University
High-dimensional statisticscomputational imagingmachine learningcompressed sensing
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Citations & Impact
All-time
Citations
4,411
 
H-index
29
 
i10-index
47
 
Publications
20
 
Co-authors
0
 
Contact
Emailarian@stat.columbia.edu
Publications
12 items
Data Attribution at Scale via Influence Matrix Estimation
2026
Cited
0
Instance Optimal Sparse Recovery from Nonlinear Observations: A Unified Framework
2026
Cited
0
High-Dimensional Statistics: Reflections on Progress and Open Problems
2026
Cited
0
Maximum Likelihood Reconstruction for Multi-Look Digital Holography with Markov-Modeled Speckle Correlation
2026
Cited
0
Monte Carlo Maximum Likelihood Reconstruction for Digital Holography with Speckle
2026
Cited
0
Imperfect Influence, Preserved Rankings: A Theory of TRAK for Data Attribution
2026
Cited
0
Infinitely divisible privacy and beyond I: resolution of the $s^2=2k$ conjecture
2025
Cited
0
Gaussian Certified Unlearning in High Dimensions: A Hypothesis Testing Approach
2025
Cited
0
Resume
Background
  • Professor, Department of Statistics, Columbia University; Affiliated Faculty, Department of Electrical Engineering, Columbia University; Affiliated Faculty, Columbia University Data Science Institute, Center on Foundations of Machine Learning.