| dbo:abstract
|
- Salman A. Avestimehr is a Dean's professor at the Electrical & Computer Engineering and Computer Science Departments of University of Southern California, where he is the inaugural director of the USC-Amazon Center for Secure and Trusted Machine Learning (Trusted AI) and the director of the Information Theory and Machine Learning (vITAL) research lab. He is also the CEO and Co-Founder of FedML. Avestimehr's contributions in research and publications are in the areas of information theory, machine learning, large-scale distributed computing, and secure/private computing and learning. In particular, he is best known for deterministic approximation approaches to network information theory and coded computing. He was a general co-chair of the 2020 International Symposium on Information Theory (ISIT), and is a Fellow of IEEE. He is also co-authors of four books titled “An Approximation Approach to Network Information Theory”, “Multihop Wireless Networks: A Unified Approach to Relaying and Interference Management”, “Coded Computing”, and “Problem Solving Strategies for Elementary-School Math.” (en)
|
| dbo:academicDiscipline
| |
| dbo:almaMater
| |
| dbo:award
| |
| dbo:birthName
|
- Amir Salman Avestimehr (en)
|
| dbo:doctoralAdvisor
| |
| dbo:institution
| |
| dbo:nationality
| |
| dbo:thumbnail
| |
| dbo:wikiPageExternalLink
| |
| dbo:wikiPageID
| |
| dbo:wikiPageLength
|
- 13858 (xsd:nonNegativeInteger)
|
| dbo:wikiPageRevisionID
| |
| dbo:wikiPageWikiLink
| |
| dbp:almaMater
|
- * Sharif University of Technology
* UC Berkeley (en)
|
| dbp:awards
| |
| dbp:birthName
|
- Amir Salman Avestimehr (en)
|
| dbp:doctoralAdvisor
| |
| dbp:fields
|
- * Machine learning
* Information theory
* Coding theory
* Distributed computing (en)
|
| dbp:knownFor
|
- * “An Approximation Approach to Network Information Theory,” (en)
|
| dbp:name
| |
| dbp:nationality
| |
| dbp:thesisTitle
|
- Wireless network information flow: a deterministic approach (en)
|
| dbp:thesisUrl
| |
| dbp:thesisYear
| |
| dbp:website
| |
| dbp:wikiPageUsesTemplate
| |
| dbp:workplaces
|
- * University of Southern California
* California Institute of Technology
* Cornell University (en)
|
| dct:subject
| |
| rdf:type
| |
| rdfs:comment
|
- Salman A. Avestimehr is a Dean's professor at the Electrical & Computer Engineering and Computer Science Departments of University of Southern California, where he is the inaugural director of the USC-Amazon Center for Secure and Trusted Machine Learning (Trusted AI) and the director of the Information Theory and Machine Learning (vITAL) research lab. He is also the CEO and Co-Founder of FedML. Avestimehr's contributions in research and publications are in the areas of information theory, machine learning, large-scale distributed computing, and secure/private computing and learning. In particular, he is best known for deterministic approximation approaches to network information theory and coded computing. He was a general co-chair of the 2020 International Symposium on Information Theory (en)
|
| rdfs:label
|
- Salman A. Avestimehr (en)
|
| owl:sameAs
| |
| prov:wasDerivedFrom
| |
| foaf:depiction
| |
| foaf:homepage
| |
| foaf:isPrimaryTopicOf
| |
| foaf:name
| |
| is dbo:wikiPageRedirects
of | |
| is dbo:wikiPageWikiLink
of | |
| is foaf:primaryTopic
of | |
