Ashia Wilson

1.3k total citations
8 papers, 173 citations indexed

About

Ashia Wilson is a scholar working on Artificial Intelligence, Numerical Analysis and Political Science and International Relations. According to data from OpenAlex, Ashia Wilson has authored 8 papers receiving a total of 173 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Artificial Intelligence, 2 papers in Numerical Analysis and 1 paper in Political Science and International Relations. Recurrent topics in Ashia Wilson's work include Stochastic Gradient Optimization Techniques (3 papers), Advanced Optimization Algorithms Research (2 papers) and Advanced Control Systems Optimization (1 paper). Ashia Wilson is often cited by papers focused on Stochastic Gradient Optimization Techniques (3 papers), Advanced Optimization Algorithms Research (2 papers) and Advanced Control Systems Optimization (1 paper). Ashia Wilson collaborates with scholars based in United States and Japan. Ashia Wilson's co-authors include Michael I. Jordan, Andre Wibisono, Benjamin Recht, Nathan Srebro, Mitchell Stern, Tamara Broderick, Rebecca Roelofs, Nicholas Boyd, Ben Recht and Kathleen Creel and has published in prestigious journals such as Journal of Machine Learning Research, arXiv (Cornell University) and eScholarship (California Digital Library).

In The Last Decade

Ashia Wilson

5 papers receiving 162 citations

Peers

Ashia Wilson

AI

CVPR

CM

CSE

SP

Dongruo Zhou United States

Xinyi Xu China

Alessandro Rudi Italy

Jason M. Klusowski United States

Duy Nhat Phan France

Roi Livni Israel

Xinjia Chen United States

Jajati Keshari Sahoo India

Vassilis Kalofolias Switzerland

Samory Kpotufe United States

Dongruo Zhou United States

Ashia Wilson

150 ×1.4

AI

49 ×1.0

CVPR

48 ×1.8

CM

6 ×0.3

CSE

9 ×0.6

SP

Citations per year, relative to Ashia Wilson Ashia Wilson (= 1×) peers Dongruo Zhou

Countries citing papers authored by Ashia Wilson

Since Specialization

Citations

This map shows the geographic impact of Ashia Wilson'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 Ashia Wilson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ashia Wilson more than expected).

Fields of papers citing papers by Ashia Wilson

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ashia Wilson. 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 Ashia Wilson. The network helps show where Ashia Wilson may publish in the future.

Co-authorship network of co-authors of Ashia Wilson

This figure shows the co-authorship network connecting the top 25 collaborators of Ashia Wilson. A scholar is included among the top collaborators of Ashia Wilson 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 Ashia Wilson. Ashia Wilson is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

8 of 8 papers shown

1.

Creel, Kathleen, et al.. (2024). Algorithmic Pluralism: A Structural Approach To Equal Opportunity. 197–206. 6 indexed citations

2.

Wilson, Ashia, et al.. (2024). As an AI Language Model, "Yes I Would Recommend Calling the Police": Norm Inconsistency in LLM Decision-Making. Proceedings of the AAAI/ACM Conference on AI Ethics and Society. 7. 624–633.

3.

Wilson, Ashia, et al.. (2022). Algorithms that Approximate Data Removal: New Results and Limitations. 18892–18903.

4.

Wilson, Ashia, Ben Recht, & Michael I. Jordan. (2021). A Lyapunov Analysis of Accelerated Methods in Optimization. Journal of Machine Learning Research. 22(113). 1–34. 30 indexed citations

5.

Wilson, Ashia, Lester Mackey, & Andre Wibisono. (2019). Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions. Neural Information Processing Systems. 32. 13533–13543.

6.

Wilson, Ashia. (2018). Lyapunov Arguments in Optimization. eScholarship (California Digital Library). 7 indexed citations

7.

Wilson, Ashia, Rebecca Roelofs, Mitchell Stern, Nathan Srebro, & Benjamin Recht. (2017). The Marginal Value of Adaptive Gradient Methods in Machine Learning. Neural Information Processing Systems. 30. 4148–4158. 65 indexed citations

8.

Broderick, Tamara, Nicholas Boyd, Andre Wibisono, Ashia Wilson, & Michael I. Jordan. (2013). Streaming Variational Bayes. arXiv (Cornell University). 26. 1727–1735. 65 indexed citations

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.

Explore authors with similar magnitude of impact