Madeleine Udell
- Artificial Intelligence top 10%
- Computational Mechanics top 10%
- Computer Vision and Pattern Recognition top 10%
- Computational Mathematics top 1%
- Electrical and Electronic Engineering
- Co-authors
- Stephen BoydAlex TownsendJicong FanReza Bosagh ZadehSteven DiamondJoel A. TroppYang GuoYiming Sun
- Topics
- Sparse and Compressive Sensing Techniques (11 papers)Advanced Optimization Algorithms Research (7 papers)Medical Image Segmentation Techniques (5 papers)
- Journals
- IEEE Transactions on Signal ProcessingJournal of Theoretical BiologyJournal of Statistical Software
- Partner nations
- United StatesChinaSwitzerland
In The Last Decade
Madeleine Udell
38 papers receiving 607 citations
Peers
Comparison fields: 5 of 114
- Artificial Intelligence 194
- Computational Mechanics 144
- Computer Vision and Pattern Recognition 112
- Computational Mathematics 83
- Electrical and Electronic Engineering 78
Countries citing papers authored by Madeleine Udell
This map shows the geographic impact of Madeleine Udell'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 Madeleine Udell with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Madeleine Udell more than expected).
Fields of papers citing papers by Madeleine Udell
This network shows the impact of papers produced by Madeleine Udell. 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 Madeleine Udell. The network helps show where Madeleine Udell may publish in the future.
Co-authorship network of co-authors of Madeleine Udell
This figure shows the co-authorship network connecting the top 25 collaborators of Madeleine Udell. A scholar is included among the top collaborators of Madeleine Udell based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Madeleine Udell. Madeleine Udell is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 0 | |
| 2 | 5 | |
| 3 | 3 | |
| 4 | 9 | |
| 5 | 7 | |
| 6 | 7 | |
| 7 | 1 | |
| 8 | 4 | |
| 9 | 51 | |
| 10 | Matrix Completion with Quantified Uncertainty through Low Rank Gaussian Copula | 1 |
| 11 | 7 | |
| 12 | 93 | |
| 13 | OBOE: Collaborative Filtering for AutoML Initialization. | 6 |
| 14 | Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives | 0 |
| 15 | Causal Inference with Noisy and Missing Covariates via Matrix Factorization | 2 |
| 16 | 4 | |
| 17 | 19 | |
| 18 | The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM | 3 |
| 19 | 19 | |
| 20 | 15 |
About Madeleine Udell
Madeleine Udell is a scholar working on Computational Mathematics, Numerical Analysis and Statistics and Probability, having authored 41 papers that have together received 628 indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (11 papers), Advanced Optimization Algorithms Research (7 papers) and Medical Image Segmentation Techniques (5 papers). The work is most often cited by research in Computational Mathematics (83 citations), Numerical Analysis (48 citations) and Computational Mechanics (144 citations). Madeleine Udell has collaborated with scholars based in United States, China and Switzerland. Frequent co-authors include Stephen Boyd, Alex Townsend, Jicong Fan, Reza Bosagh Zadeh, Steven Diamond, Joel A. Tropp, Yang Guo, Yiming Sun, Nigam H. Shah and Yuantao Gu. Their work appears in journals such as IEEE Transactions on Signal Processing, Journal of Theoretical Biology and Journal of Statistical Software.
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.