Manik Varma (computer scientist)
Manik Varma | |
|---|---|
| Alma mater | St Stephen's College, Delhi Delhi University University of Oxford |
| Awards | Shanti Swarup Bhatnagar Prize for Science and Technology (2019) |
| Scientific career | |
| Fields | Computer Science Computational Advertising |
| Institutions | Microsoft Research India Indian Institute of Technology Delhi |
| Thesis | Statistical approaches to texture classification (2004) |
| Doctoral advisor | Andrew Zisserman |
| Website | http://manikvarma.org/ |
Manik Varma is an Indian computer scientist and a Distinguished Scientist and Vice President at Microsoft Research India.[1] He has an adjunct professor position at the Indian Institute of Technology Delhi.
Education
[edit | edit source]This section of a biography of a living person does not include any references or sources. (January 2025) |
He completed his undergraduate degree in Physics from St. Stephen’s College, Delhi. He was a Rhodes Scholar and earned his PhD from the University of Oxford under the guidance of Andrew Zisserman working on Texture Classification in Computer Vision. He also held a post-doctoral fellowship at the Mathematical Sciences Research Institute, Berkeley before joining Microsoft Research.
Career
[edit | edit source]He conducts research in the fields of Machine Learning, Artificial Intelligence and Information Retrieval. In 2013, he started and popularized a new area in machine learning called Extreme Classification (also known as Extreme Multi-label Classification).[1][2][3] Extreme Classification focuses on Multi-Label Classification at the scale of millions of labels and helps rethink traditional problems of ranking and recommendation.[4] Extreme Classification is thriving in both academia and industry with product integrations in Bing and Amazon.[4][1] Manik Varma along with his colleagues at MSR India also proposed another paradigm in machine learning called Edge Machine Learning[5] to enable machine learning predictions on tiny IoT devices with as little as 2 KB of RAM assisting in low-energy, low-latency and privacy preserving applications of AI. In the past, he worked on statistical approaches to texture classification, object detection, multiple kernel learning and ranking.
Recognition
[edit | edit source]He was awarded the Shanti Swarup Bhatnagar Prize for Science and Technology for his contributions to Engineering Sciences in 2019.[6][7] His research works won the WSDM Best Paper award[8] and BuildSys Best Paper Runner-Up award[9] in 2019. The following year, he became a laureate of the Asian Scientist 100 by the Asian Scientist.[10] He has been elected a Fellow of the Association for Computing Machinery, the Indian National Science Academy and the Indian National Academy of Engineering.[11] He has also held a Visiting Miller Professorship at the University of California, Berkeley.[12][1] He is associate editor-in-chief for the IEEE Transactions on Pattern Analysis and Machine Intelligence.[13]
References
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