Haim Avron
Impact in
- Computational Mathematics top 1%
- Tensor decomposition and applications
- Computational Mechanics top 2%
- Sparse and Compressive Sensing Techniques
- 3D Shape Modeling and Analysis
- Advanced Numerical Analysis Techniques
Papers in
-
- Stochastic Gradient Optimization Techniques 13
- Gaussian Processes and Bayesian Inference 4
-
- Sparse and Compressive Sensing Techniques 18
- Co-authors
- Sivan Toledo (9 shared papers)Chen Greif (1 shared paper)Andrei Sharf (1 shared paper)Daniel Cohen‐Or (1 shared paper)Vikas Sindhwani (6 shared papers)Petar Maymounkov (1 shared paper)David P. Woodruff (4 shared papers)Lior Horesh (6 shared papers)
- Journals
- SIAM Journal on Matrix Analysis and Applications (6 papers)SIAM Journal on Scientific Computing (3 papers)Journal of the ACM (2 papers)ACM Transactions on Mathematical Software (1 paper)Numerische Mathematik (1 paper)
- Partner nations
- IsraelUnited StatesSwitzerland
In The Last Decade
Haim Avron
44 papers receiving 908 citations
Peers
Comparison fields: 5 of 88
- Computational Mathematics 85
- Computational Mechanics 380
- Computer Graphics and Computer-Aided Design 61
- Computational Theory and Mathematics 211
- Computer Vision and Pattern Recognition 264
Countries citing papers authored by Haim Avron
This map shows the geographic impact of Haim Avron's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Haim Avron with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Haim Avron more than expected).
Fields of papers citing papers by Haim Avron
This network shows the impact of papers produced by Haim Avron. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Haim Avron. The network helps show where Haim Avron may publish in the future.
Co-authors
The 25 scholars most cited alongside Haim Avron, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 44 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2010 | 156 | |
| 2 | 2011 | 139 | |
| 3 | 2010 | 105 | |
| 4 | 2021 | 71 | |
| 5 | 2014 | 59 | |
| 6 | 2017 | 48 | |
| 7 | 2013 | 42 | |
| 8 | 2012 | 41 | |
| 9 | Counting Triangles in Large Graphs using Randomized Matrix Trace Estimation | 2010 | 35 |
| 10 | 2017 | 29 | |
| 11 | 2015 | 28 | |
| 12 | 2009 | 25 | |
| 13 | Subspace Embeddings for the Polynomial Kernel | 2014 | 21 |
| 14 | 2014 | 21 | |
| 15 | 2022 | 20 | |
| 16 | Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees | 2017 | 15 |
| 17 | 2009 | 15 | |
| 18 | Sketching Structured Matrices for Faster Nonlinear Regression | 2013 | 11 |
| 19 | 2015 | 10 | |
| 20 | 2014 | 9 |
About Haim Avron
Haim Avron is a scholar working on Artificial Intelligence, Computational Mechanics, Computational Theory and Mathematics, Computer Vision and Pattern Recognition and Computational Mathematics, having authored 44 papers that have together received 965 indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (18 papers), Stochastic Gradient Optimization Techniques (13 papers), Matrix Theory and Algorithms (13 papers), Tensor decomposition and applications (7 papers), Parallel Computing and Optimization Techniques (6 papers), Face and Expression Recognition (5 papers), Gaussian Processes and Bayesian Inference (4 papers) and Distributed and Parallel Computing Systems (3 papers). The work is most often cited by research in Computational Mathematics (85 citations), Computational Mechanics (380 citations), Computer Graphics and Computer-Aided Design (61 citations), Computational Theory and Mathematics (211 citations) and Computer Vision and Pattern Recognition (264 citations). Haim Avron has collaborated with scholars based in Israel, United States and Switzerland. Frequent co-authors include Sivan Toledo, Chen Greif, Andrei Sharf, Daniel Cohen‐Or, Vikas Sindhwani, Petar Maymounkov, David P. Woodruff, Lior Horesh, Christos Boutsidis and Anshul Gupta. Their work appears in journals such as SIAM Journal on Matrix Analysis and Applications, SIAM Journal on Scientific Computing, Journal of the ACM, ACM Transactions on Mathematical Software and Numerische Mathematik.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.