Applied Scientist
CurrentAWS AI Fundamental Research team. To follow some of my research at Amazon, see my author page at https://www.amazon.science/author/ben-bowman
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@ucla.edu
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Benjamin Bowman is listed as Applied Scientist at Amazon Web Services (AWS), a company with 72973 employees, based in Los Angeles, California, United States. AeroLeads shows a work email signal at ucla.edu and a matched LinkedIn profile for Benjamin Bowman.
Benjamin Bowman previously worked as Applied Scientist Intern at Amazon Web Services (Aws) and Ph.D., Applied Mathematics at University Of California, Los Angeles. Benjamin Bowman holds Doctor Of Philosophy - Phd, Mathematics from Ucla.
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I obtained my Ph.D. in applied mathematics at UCLA. In the past I studied primarily the training/optimization process of neural networks, seeking to understand how the parameterization and algorithm influence the properties of the network throughout time and at convergence. Currently, I focus more on developing scalable machine learning methods that respect individual's data usage and privacy rights.
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Pasadena, California, United States
AWS AI Fundamental Research team. To follow some of my research at Amazon, see my author page at https://www.amazon.science/author/ben-bowman
Pasadena, California, United States
Machine unlearning, continual learning, prompt tuning, model customization. Completed papers: "À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting" (CVPR 2023) and "SAFE: Machine Unlearning With Shard Graphs" (ICCV 2023).
Los Angeles, California, United States
Conducted research on deep learning. Papers accepted to CVPR 2023, ICLR 2023, ICLR 2022 and NeurIPS 2022. Teaching assistant for courses in programming (Python and C++), machine learning, statistics, graph theory, among others.
Leipzig, Saxony, Germany
Completed manuscript "Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks", accepted to ICLR 2022
Bellevue, Washington
Worked on the automation of performance testing and improving the storage, maintenance, and presentation of performance data. With several engineers we were able to develop an automated system to flag (and in severe cases block) pull requests that were at risk to significantly regress performance. I also created dashboards for the leadership team to track.
Redmond, WA
Full-stack development on the SharePoint experiences team. Worked with React/Flux using TypeScript on the client-side and C# on the back-end. Implemented a couple features that are currently in production to my knowledge. I worked with great people and the environment was excellent.
Cheswick, Pennsylvania
Thesis: On the Spectral Bias of Neural Networks in the Neural Tangent Kernel Regime Link: https://escholarship.org/uc/item/0p62k7nd
Activities and Societies: Nittany Data Labs
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Benjamin Bowman works for Amazon Web Services (AWS).
Benjamin Bowman is listed as Applied Scientist at Amazon Web Services (AWS).
AeroLeads has found 1 work email signal at @ucla.edu for Benjamin Bowman at Amazon Web Services (AWS).
Benjamin Bowman is based in Los Angeles, California, United States while working with Amazon Web Services (AWS).
Benjamin Bowman has worked for Amazon Web Services (Aws), University Of California, Los Angeles, Max Planck Institute For Mathematics In The Sciences, Microsoft, and Club Prophet Systems.
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Benjamin Bowman holds Doctor Of Philosophy - Phd, Mathematics from Ucla.
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