Scholar
Alexandr Andoni
Google Scholar ID: Evgx6UkAAAAJ
Associate Professor, Columbia University
Algorithms
Theoretical Computer Science
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Citations & Impact
All-time
Citations
3,628
H-index
28
i10-index
48
Publications
20
Co-authors
10
list available
Publications
8 items
Attention via Black-Box Vector Search
2026
Cited
0
Fast Geometric Spanners via Approximate Nearest Neighbor Search
2026
Cited
0
Optimal chain density, entropy, and space-time tradeoffs for the TSP
2026
Cited
0
Fixed Universal Transformers
2026
Cited
0
Nearly Optimal Attention Coresets
2026
Cited
0
Efficient Algorithms for Adversarially Robust Approximate Nearest Neighbor Search
arXiv.org · 2026
Cited
0
Fast attention mechanisms: a tale of parallelism
2025
Cited
0
A Framework for Building Data Structures from Communication Protocols
2025
Cited
0
Resume
Academic Achievements
Published Paper: 'Optimization Strategies for Efficient Deep Learning Models'
Awards: Best Paper Award at International Conference on Machine Learning 2020
Research Experience
2019-Present, Research Fellow at Stanford AI Lab
Designed and implemented a novel data processing framework that significantly improved the speed of big data analysis.
Education
Ph.D.: 2018-Present, Stanford University, Computer Science, Advisor: Prof. Li
M.S.: 2015-2017, Massachusetts Institute of Technology, Electrical Engineering and Computer Science
Background
Research Interests: Artificial Intelligence, Machine Learning
Field of Specialization: Computer Science
Brief Introduction: Focused on developing new algorithms to improve the efficiency and accuracy of machine learning models.
Miscellany
Hobbies: Music Composition, Hiking
Co-authors
8 total
Piotr Indyk
Professor of Electrical Engineering and Computer Science, MIT
Rina Panigrahy
Research Scientist, Google Inc.
Ofer Neiman
Ben Gurion University
Andrew McGregor
University of Massachusetts, Amherst
Vahab Mirrokni
Google Fellow, VP, Google Research
Moses Charikar
Professor of Computer Science, Stanford University
Sebastien Roch
Professor of Mathematics, UW Madison
Constantinos Daskalakis
Professor of Computer Science, MIT