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Eric Xing

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Eric Poe Xing is an American computer scientist whose research spans machine learning, computational biology, and statistical methodology.[2][3] Xing is founding President of the world’s first artificial intelligence university,[4] Mohamed bin Zayed University of Artificial Intelligence (MBZUAI).

Eric Poe Xing
Born
Shanghai, China
NationalityAmerican
Alma materTsinghua University
Rutgers University
University of California, Berkeley
SpouseWei Wu[1]
AwardsIMS Fellow (2023)
ACM Fellow (2022)
ASA Fellow (2022)
Carnegie Institution for Science Award (2019)
IEEE Fellow (2018)
AAAI Fellow (2016)
Member of the DARPA (ISAT) Advisory Group (2011-2014)
Sloan Fellowship (2008-2010)
NSF Career Award (2006-2011)
Scientific career
FieldsComputer Science
Machine Learning
Computational Biology
InstitutionsMohamed bin Zayed University of Artificial Intelligence
Carnegie Mellon University
Stanford University
ThesisProbabilistic graphical models and algorithms for genomic analysis (2004)
Doctoral advisorRichard Karp
Michael I. Jordan
Stuart J. Russell
Websitecs.cmu.edu/~epxing/

As professor in the Carnegie Mellon School of Computer Science, he was founding director of the Center for Machine Learning and Health at Carnegie Mellon University and the University of Pittsburgh Medical Center. He has served as a visiting associate professor at Stanford University, and as a visiting research professor at Facebook Inc. Xing is also the Founder, Chairman, and former Chief Scientist and CEO of Petuum Inc.[5]

Biography

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Xing received a B.Sc. in physics at Tsinghua University in 1993, and a Ph.D. in molecular biology at Rutgers University in 1999 and a Ph.D. in computer science at the University of California, Berkeley in 2004.

Xing became a faculty member at Carnegie Mellon University in 2004, directing the SAILING Lab,[6] whose research spans a broad spectrum of topics ranging from theoretical foundations to real-world applications in machine learning, distributed systems, computer vision, natural language processing, and computational biology. He became a tenured professor in 2011 and became a full professor in 2014.

In 2010, Xing served as a visiting research professor at Meta, formerly known as Facebook, as well as a visiting professor at Stanford University’s Department of Statistics.

Xing’s major research contribution lies in the foundational work of statistical machine learning methodology, including pioneering work in distance metric learning (DML);[7] statistical models and analyses of networks and graphs;[8][9] methods for learning and analyzing graphical models;[10] and new system, theory, and algorithms for distributed machine learning, such as the development of the “parameter server”.[11]

Xing is a board member of the International Machine Learning Society. Starting in 2014, he served as the program chair and, in 2019, began duties as general chair of the International Conference of Machine Learning (ICML).

In 2016, Xing co-founded Petuum Inc., a US-based startup dedicated to democratizing the ownership and use of AI systems and solutions and make even the most advanced AI technology accessible and affordable. In 2016 and 2017, Petuum was named by CB Insight as one of the AI 100 around the world.[12] In 2017, Petuum raised $93 million in a round of venture funding from SoftBank.[13] With his collaborators, Xing developed the Petuum framework for distributed machine learning with massive data, big models, and a wide spectrum of algorithms.[14]

In January 2021, Xing became President of the Mohamed bin Zayed University of Artificial Intelligence (MBZUAI).[15]

Honors and awards

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Xing is a recipient of the National Science Foundation (NSF) Career Award[16] and the Alfred P. Sloan Research Fellowship.[17]

In 2016, he was elected a Fellow of the Association of Advancement of Artificial Intelligence (AAAI).[18] In 2019, he was elected a Fellow of the Institute of Electrical and Electronics Engineers (IEEE)[19] for “contributions to machine learning algorithms and systems”. In 2022, he was named as a Fellow of the American Statistical Association[20] and a Fellow of the Association for Computing Machinery (ACM).[21] In 2023, he became a Fellow of the Institute of Mathematical Statistics (IMS).[22]

See also

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References

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  1. ^ https://www.cs.cmu.edu/~weiwu2/ Wei Wu CMU
  2. ^ "Eric Xing's home page". www.cs.cmu.edu. Retrieved 2023-07-11.
  3. ^ "*** ACL2012 ***". mirror.aclweb.org. Retrieved 2023-07-11.
  4. ^ The president of the world's first artificial intelligence university speaks to CNN about the benefits and dangers of artificial intelligence | CNN, 2023-04-11, retrieved 2023-07-11
  5. ^ Mannes, John (2017-10-10). "Petuum secures $93M Series B to push AI into the mainstream". TechCrunch. Retrieved 2023-07-11.
  6. ^ "Sailing Lab". sailing-lab.github.io. Retrieved 2022-03-17.
  7. ^ Xing, Eric; Jordan, Michael; Russell, Stuart J; Ng, Andrew (2002). "Distance Metric Learning with Application to Clustering with Side-Information". Advances in Neural Information Processing Systems. 15. MIT Press.
  8. ^ Airoldi, Edoardo M.; Blei, David M.; Fienberg, Stephen E.; Xing, Eric P. (2008). "Mixed Membership Stochastic Blockmodels". Journal of Machine Learning Research. 9 (65): 1981–2014. ISSN 1533-7928. PMC 3119541. PMID 21701698.
  9. ^ S. Hanneke, W. Fu and E. P. Xing (2010). "Discrete Temporal Models of Social Networks, Electronic Journal of Statistics". Electronic Journal of Statistics. 4. arXiv:0908.1258. doi:10.1214/09-EJS548.
  10. ^ Zheng, Xun; Aragam, Bryon; Ravikumar, Pradeep K; Xing, Eric P (2018). "DAGs with NO TEARS: Continuous Optimization for Structure Learning". Advances in Neural Information Processing Systems. 31. Curran Associates, Inc. arXiv:1803.01422.
  11. ^ Ho, Qirong; Cipar, James; Cui, Henggang; Kim, Jin Kyu; Lee, Seunghak; Gibbons, Phillip B.; Gibson, Garth A.; Ganger, Gregory R.; Xing, Eric P. (2013). "More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server". Advances in Neural Information Processing Systems. 2013: 1223–1231. ISSN 1049-5258. PMC 4230489. PMID 25400488.
  12. ^ "AI 100: The Artificial Intelligence Startups Redefining Industries". CB Insights Research. Retrieved 2022-03-17.
  13. ^ Kolodny, Lora (2017-10-10). "A.I. start-up Petuum is the latest company to get a big check from SoftBank". CNBC. Retrieved 2022-03-17.
  14. ^ Xing, Eric P. (2013). "Petuum is a distributed machine learning framework". github.io. Archived from the original on 2014-12-16. Retrieved 16 December 2014.
  15. ^ "Eric Xing - MBZUAI". Retrieved 30 November 2022.
  16. ^ "SCS FACULTY AWARDS". www.cs.cmu.edu. Retrieved 2022-03-16.
  17. ^ "SCS FACULTY AWARDS". www.cs.cmu.edu. Retrieved 2022-03-17.
  18. ^ "AAAI Fellows Elected in 2016". AAAI. 2016. Retrieved 2 February 2016.
  19. ^ University, Carnegie Mellon. "Machine Learning Professor Eric Xing Named 2019 IEEE Fellow - Machine Learning - CMU - Carnegie Mellon University". Machine Learning | Carnegie Mellon University. Retrieved 2022-03-16.
  20. ^ "ASA 2022 Fellows" (PDF). American Statistical Association. Retrieved 2022-07-20.
  21. ^ "Global computing association names 57 fellows for outstanding contributions that propel technology today". Association for Computing Machinery. January 18, 2023. Retrieved 2023-01-18.
  22. ^ "Institute of Mathematical Statistics | 2023 IMS Fellows Announced". Retrieved 2023-07-11.
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