Statistics & Machine Learning

Fingerprint The fingerprint is based on mining the text of the scientific documents related to the associated persons. Based on that an index of weighted terms is created, which defines the key subjects of research unit

quasars Physics & Astronomy
galaxies Physics & Astronomy
Communication Engineering & Materials Science
Multiuser detection Engineering & Materials Science
Code division multiple access Engineering & Materials Science
Base stations Engineering & Materials Science
Wireless networks Engineering & Materials Science
Beamforming Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1976 2020

PZnet: Efficient 3D ConvNet Inference on Manycore CPUs

Popovych, S., Buniatyan, D., Zlateski, A., Li, K. & Seung, H. S., Jan 1 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Kapoor, S. & Arai, K. (eds.). Springer Verlag, p. 369-383 15 p. (Advances in Intelligent Systems and Computing; vol. 943).

Princeton University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Program processors
Convolution
Magnetic resonance imaging
Image analysis
Microscopic examination

Weakly Supervised Deep Metric Learning for Template Matching

Buniatyan, D., Popovych, S., Ih, D., Macrina, T., Zung, J. & Seung, H. S., Jan 1 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Kapoor, S. & Arai, K. (eds.). Springer Verlag, p. 39-58 20 p. (Advances in Intelligent Systems and Computing; vol. 943).

Princeton University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Template matching
Supervised learning
Bandpass filters
Learning algorithms
Computer vision

A Computational Framework for Genome-wide Characterization of the Human Disease Landscape

Lee, Y. S., Krishnan, A., Oughtred, R., Rust, J., Chang, C. S., Ryu, J., Kristensen, V. N., Dolinski, K., Theesfeld, C. L. & Troyanskaya, O. G., Feb 27 2019, In : Cell Systems. 8, 2, p. 152-162.e6

Princeton University

Research output: Contribution to journalArticle

Genome
Drug Repositioning
Rare Diseases
Neuroblastoma
Transcriptome