Alexander Gray
- Instrumentation top 5%
- Astronomy and Astrophysics top 5%
- Galaxies: Formation, Evolution, Phenomena 7
- Artificial Intelligence top 1%
- Algorithms and Data Compression 18
- Machine Learning and Data Classification 13
- Machine Learning and Algorithms 9
- Neural Networks and Applications 8
- Computational Mathematics top 5%
- Signal Processing top 2%
- Data Management and Algorithms 13
-
- Sparse and Compressive Sensing Techniques 7
-
- Statistical Methods and Inference 7
- Co-authors
- Andrew MooreParikshit RamKe YangTing LiuGordon T. RichardsAdam D. MyersR. C. NicholDonald P. Schneider
- Journals
- Computational Statistics & Data Analysis (2 papers)The Astrophysical Journal Supplement Series (2 papers)Journal of Machine Learning Research (2 papers)
- Partner nations
- United StatesUnited KingdomIreland
In The Last Decade
Alexander Gray
98 papers receiving 2.5k citations
Peers
Comparison fields: 5 of 155
- Instrumentation 204
- Astronomy and Astrophysics 621
- Artificial Intelligence 1.0k
- Computational Mathematics 19
- Signal Processing 333
Countries citing papers authored by Alexander Gray
This map shows the geographic impact of Alexander Gray'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 Alexander Gray with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alexander Gray more than expected).
Fields of papers citing papers by Alexander Gray
This network shows the impact of papers produced by Alexander Gray. 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 Alexander Gray. The network helps show where Alexander Gray may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Alexander Gray, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 0 | |
| 2 | 2021 | 14 | |
| 3 | 2019 | 7 | |
| 4 | 2019 | 6 | |
| 5 | A Formal Method for AutoML via ADMM | 2019 | 1 |
| 6 | Building bridges: viewing active learning from the multi-armed bandit lens | 2013 | 2 |
| 7 | 2012 | 6 | |
| 8 | 2010 | 60 | |
| 9 | Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions | 2009 | 12 |
| 10 | Ultrafast Monte Carlo for kernel estimators and generalized statistical summations | 2007 | 6 |
| 11 | Faster Gaussian summation: theory and experiment | 2006 | 12 |
| 12 | Multi-Tree Methods for Statistics on Very Large Datasets in Astronomy | 2004 | 1 |
| 13 | Rapid Evaluation of Multiple Density Models. | 2003 | 43 |
| 14 | Efficient exact k-NN and nonparametric classification in high dimensions | 2003 | 32 |
| 15 | Automatic Derivation of Statistical Algorithms: The EM Family and Beyond | 2002 | 6 |
| 16 | `N-Body' Problems in Statistical Learning | 2000 | 167 |
| 17 | An Integrated Architecture for Co-operating Rovers | 1999 | 4 |
| 18 | Automated Design of Quantum Circuits | 1998 | 9 |
| 19 | Analysis of Digital POSS-II Catalogs Using Hierarchical Unsupervised Learning Algorithms | 1996 | 3 |
| 20 | Applications of Clustering Analysis and Unsupervised Classification Algorithms to Digitized POSS-II | 1994 | 1 |
About Alexander Gray
Alexander Gray is a scholar working on Computational Mathematics, Artificial Intelligence, Signal Processing, Statistics and Probability and Instrumentation, having authored 102 papers that have together received 2.7k indexed citations. Recurring topics across this work include Algorithms and Data Compression (18 papers), Machine Learning and Data Classification (13 papers), Data Management and Algorithms (13 papers), Machine Learning and Algorithms (9 papers), Neural Networks and Applications (8 papers), Sparse and Compressive Sensing Techniques (7 papers), Galaxies: Formation, Evolution, Phenomena (7 papers) and Statistical Methods and Inference (7 papers). The work is most often cited by research in Instrumentation (204 citations), Astronomy and Astrophysics (621 citations), Artificial Intelligence (1.0k citations), Computational Mathematics (19 citations) and Signal Processing (333 citations). Alexander Gray has collaborated with scholars based in United States, United Kingdom and Ireland. Frequent co-authors include Andrew Moore, Parikshit Ram, Ke Yang, Ting Liu, Gordon T. Richards, Adam D. Myers, R. C. Nichol, Donald P. Schneider, Dongryeol Lee and Hua Ouyang. Their work appears in journals such as Computational Statistics & Data Analysis, The Astrophysical Journal Supplement Series, Journal of Machine Learning Research, International Journal of Approximate Reasoning and The Astrophysical Journal.
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.