Sonali Agarwal
Scholar

Sonali Agarwal

Google Scholar ID: hPvt6d8AAAAJ
Associate Professor, Indian Institute of Information Technology, Allahabad, India
Advance Data MiningBig Data MiningBig Data Storage and Computing ToolsSupport Vector MachinesTwin Support Vector Machine
Citations & Impact
All-time
Citations
4,843
 
H-index
30
 
i10-index
75
 
Publications
20
 
Co-authors
22
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • - Published 'Improving Medical Diagnostics with Deep Neural Networks' in Nature Communications, 2021
  • - Best Paper Award at International Conference on Machine Learning, 2020
  • - Holds two U.S. patents related to image recognition technology
Research Experience
  • - Research Assistant at Stanford University, 2018-2022
  • - Project Involvement: Application of Deep Learning in Medical Imaging
  • - Intern at MIT, Summer 2017, Participated in NLP Projects
Education
  • - Ph.D., Stanford University, Department of Computer Science, 2018-2022, Advisor: Prof. Li
  • - M.S., Massachusetts Institute of Technology, EECS, 2016-2018
  • - B.S., University of California, Berkeley, EECS, 2012-2016
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Field of Expertise: Computer Science
  • - Brief Introduction: Focused on developing new algorithms to solve complex problems.
Miscellany
  • - Enjoys reading science fiction in free time
  • - Passionate about photography, especially nature landscapes