Balaji Lakshminarayanan
Balaji Lakshminarayanan publishes mostly in Artificial Intelligence, Electrical and Electronic Engineering and Computer Vision and Pattern Recognition, on topics such as Machine Learning and Data Classification, Adversarial Robustness in Machine Learning and Gaussian Processes and Bayesian Inference.
- World rank
- #11,994 of 1,633,909 ranked researchers
- Rank in United States
- #5,797 of 358,040
- Works
- 48
- Citations
- 1.4k
- Citations per work
- 28.6
What does Balaji Lakshminarayanan research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence64% of their works
- 2Electrical and Electronic Engineering16% of their works
- 3Computer Vision and Pattern Recognition8% of their works
- 4Biomedical Engineering3% of their works
- 5Materials Chemistry2% of their works
- 6Health Information Management2% of their works
Research topics
Which keywords describe Balaji Lakshminarayanan's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Gaussian Processes, Hyperparameter Optimization, Image Classification, Noisy Labels and Adversarial Examples.
- Unsupervised
- Semi-Supervised Learning
- Machine Translation
- Convolutional Neural Networks
- Active Learning
- Sparse Regression
- Adversarial Examples
- Image Classification
- Gaussian Processes
- Machine Learning
- Deep Learning
- Neural Networks
- Hyperparameter Optimization
- Noisy Labels
- Robustness
- Variational Inference
- Anomaly Detection
- Image Recognition
- Microwave Filters
- Substrate Integrated Waveguide
- Word Representation
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 21 words, with their numbers
- Deep Learning185 topics
- Machine Learning123 topics
- Neural Networks113 topics
- Gaussian Processes72 topics
- Hyperparameter Optimization61 topic
- Image Classification62 topics
- Noisy Labels61 topic
- Adversarial Examples51 topic
- Robustness51 topic
- Sparse Regression41 topic
- Variational Inference41 topic
- Active Learning31 topic
- Anomaly Detection31 topic
- Convolutional Neural Networks31 topic
- Image Recognition31 topic
- Machine Translation31 topic
- Microwave Filters31 topic
- Semi-Supervised Learning31 topic
- Substrate Integrated Waveguide31 topic
- Unsupervised31 topic
- Word Representation31 topic
Where does Balaji Lakshminarayanan work?
Balaji Lakshminarayanan's main affiliation in the publication record is Google (United States), United States.
How many publications and citations does Balaji Lakshminarayanan have?
Science Explorer counts 48 works and 1,374 citations for Balaji Lakshminarayanan, ranking #11,994 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.