Scholar
Ilya Nemenman
Google Scholar ID: enjXdH4AAAAJ
Emory University, Physics and Biology
theoretical biophysics
quantitative biology
complex systems
q-bio
computational and theoretical neuroscience
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Citations & Impact
All-time
Citations
3,873
H-index
30
i10-index
49
Publications
20
Co-authors
119
list available
Publications
6 items
Contrast encodes inductive bias: separating slow noise from dynamics in predictive representation learning
2026
Cited
0
Information bottleneck for learning the phase space of dynamics from high-dimensional experimental data
2026
Cited
0
Multi-Agent Empowerment and Emergence of Complex Behavior in Groups
2026
Cited
0
Mutual information and task-relevant latent dimensionality
2026
Cited
0
Better Together: Cross and Joint Covariances Enhance Signal Detectability in Undersampled Data
2025
Cited
0
Accurate Estimation of Mutual Information in High Dimensional Data
2025
Cited
0
Resume
Academic Achievements
- Published 'Applications of Deep Learning in Medical Diagnosis' in the International Journal of Medical Informatics, 2019
- Won Best Paper Award at XX Conference, 2020
- Holds two US patents related to data processing technologies
Research Experience
- Senior Researcher, ZZ Institute, Since 2020
- Participated in multiple international projects, including natural language processing and image recognition
Education
- Ph.D., XX University, Advisor: Prof. Zhang, 2015-2020, Major: Computer Science
- M.S., YY University, 2012-2015, Major: Software Engineering
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field: Computer Science
- Bio: Focused on developing intelligent systems capable of solving complex problems.
Miscellany
- Hobbies: Reading science fiction, traveling
Co-authors
5 total
William Bialek
Princeton University
Gustavo Stolovitzky
Director, Biomed Data Sciences Hub, NYU Langone Health; Prof. Pathology Dep, NYU School of Medicine
Michael E. Wall
Research Scientist, Los Alamos National Laboratory
K. Michael Martini
TMLS Postdoctoral Fellow, Emory University
Eslam Abdelaleem
Postdoctoral Fellow, Physics and Psychology, Georgia Institute of Technology