420:, or simply followed him on Twitter. She never clarified how she actually came up with that list. She suggested that followers "try and change the mind of fanboys of Pedro Especially junior people". Following prompt backlash from individuals concerned about the circulation of such a blacklist, Anandkumar deactivated her Twitter account temporarily and issued an apology stating "I am by no means perfect. I am sorry if my actions/words have ever created a threatening environment. My intention was to change hearts and minds, and to raise awareness to the struggles that women and minorities face both online and in the real world. I will find better ways to achieve that goal".
350:, and genome-scale foundation models with emergent behavior in predicting evolutionary dynamics and protein function in several diverse tasks and scenarios, which won the Association for Computing Machinery (ACM) Gordon Bell Special Prize for High Performance Computing-Based COVID-19 Research in 2022.
353:
Anandkumar has also done some of the early work on generalist AI agents using language models, which are capable of life-long learning using foundation models in an interactive manner. In particular, her work has shown how interactive in-context learning in language models can be used to construct
1126:
Pathak, J., Subramanian, S., Harrington, P. B., Raja, S. S., Chattopadhyay, A., Mardani, M., Kurth, T., Hall, D., Li, Z., Azizzadenesheli, K., Hassanzadeh, P., Kashinath, K., Anandkumar, A. (22 February 2022). "FourCastNet: A Global Data-driven High-resolution
Weather Model using Adaptive Fourier
345:
that extend deep learning to modeling multi-scale processes in these scientific domains and learn in function spaces and are orders of magnitude faster than traditional simulations. She has developed AI-based high-resolution weather models, an AI-aided method for designing anti-infection medical
357:
While at
Caltech, Anandkumar co-founded the AI for Science initiative in 2018. In 2023, she was invited by the Presidential Council of Advisors on Science and Technology (PCAST) on AI+Science. In addition, she has given keynotes at the Annual Meeting of the US National Committee for
378:. The petition calls for campus-wide systems to monitor sexual harassment, improved campus security and increased engagement with alumni. She has spoken openly about her own experiences of sexual harassment on social media and called for
1351:
Yecheng Jason Ma; Liang, William; Wang, Guanzhi; Huang, De-An; Bastani, Osbert; Jayaraman, Dinesh; Zhu, Yuke; Fan, Linxi; Anandkumar, Anima (2023). "Eureka: Human-Level Reward Design via Coding Large
Language Models".
340:
Anima
Anandkumar has also developed AI algorithms that with applications in various scientific domains including weather forecasting, drug discovery, scientific simulations and engineering design. She invented
2125:
1330:
Wang, Guanzhi; Xie, Yuqi; Jiang, Yunfan; Mandlekar, Ajay; Xiao, Chaowei; Zhu, Yuke; Fan, Linxi; Anandkumar, Anima (30 March 2023). "Voyager: An Open-Ended
Embodied Agent with Large Language Models".
1396:
790:
1521:
1778:"ACM Gordon Bell Special Prize for HPC-Based COVID-19 Research Awarded to Team for Modelling How Pandemic-Causing Viruses, Especially SARS-CoV-2, are Identified and Classified"
1310:"ACM Gordon Bell Special Prize for HPC-Based COVID-19 Research Awarded to Team for Modelling How Pandemic-Causing Viruses, Especially SARS-CoV-2, are Identified and Classified"
2100:
445:
383:
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In
December 2020, Anandkumar was embroiled in a Twitter controversy, when she published a list of individuals who allegedly followed, liked or supported any Tweets made by
2095:
305:, an opportunity for developers to use machine learning models. Anandkumar joined the Machine Learning Conference Board of Advisors in 2018. In 2018, Anandkumar joined
2115:
358:
Theoretical and
Applied Mechanics, the UCLA distinguished seminar, the SIAM annual meeting, and the Nature Reviews Physics, hosted by the Alan Turing Institute.
973:
1025:
1492:
95:
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1152:
Zhou, Tingtao; Wan, Xuan; Huang, Daniel
Zhengyu; Li, Zongyi; Peng, Zhiwei; Anandkumar, Anima; Brady, John F.; Sternberg, Paul W.; Daraio, Chiara (2024).
1646:
685:
Anandkumar, Anima; Ge, Rong; Hsu, Daniel; Kakade, Sham M.; Telgarsky, Matus (2012-12-08). "Tensor
Decompositions for Learning Latent Variable Models".
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Anandkumar, Animashree; Tong, Lang (October 2007). "Type-Based Random Access for
Distributed Detection Over Multiaccess Fading Channels".
761:
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actions in form of program code to solve complex open-ended tasks in environments such as Minecraft and robotic reinforcement learning.
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1906:"Office Hour with Anima Anandkumar (UC Irvine): Big data conference: Strata + Hadoop World, March 13 - 16, 2017, San Jose, CA"
534:
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to stop using female acrobats as entertainment at their conference parties. She was one of several campaigners to rename the
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for her graduate studies, earning a PhD under the supervision of Lang Tong in 2009. Her first project looked at distributed
480:
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262:
1905:
1930:"Anandkumar Receives 'Early-Career' Sloan Research Fellowship | Center for Machine Learning and Intelligent Systems"
1547:
738:"NSF Award Search: Award#1251267 - BIGDATA: Small: DA: DCM: Measurement and Learning in Large-Scale Social Networks"
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1951:"Microsoft Research Names Anima Anandkumar a Faculty Fellow | The Henry Samueli School of Engineering at UC Irvine"
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169:. Her parents are both engineers, and her grandfather was a mathematician. Her great-great-grandfather was the
313:
as the Bren Professor of Computing and Mathematical Sciences. At NVIDIA she opened a new core laboratories in
1613:
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322:
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2110:
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2015:
1884:"Anandkumar receives AFOSR Young Investigator Award | Center for Machine Learning and Intelligent Systems"
1799:"Global computing association names 57 fellows for outstanding contributions that propel technology today"
1398:
Machine Learning in Mechanics: The U.S. National Committee on Theoretical and Applied Mechanics (USNC/TAM)
194:
182:
1858:
242:
1820:"Caltech Computing + Mathematical Sciences | News | Anima Anandkumar Elevated to IEEE Fellow"
346:
catheters. Neural operators were featured as a highlight for 2021 in Math and Computer Science by the
273:
tool, introducing new functionality and developing multi-modal processing algorithms. She represented
2007:
1647:"Retired UW computer science professor embroiled in Twitter spat over AI ethics and 'cancel culture'"
1255:
1175:
700:
367:
278:
238:
60:
621:"Distributed Statistical Inference using Type Based Random Access over Multi-access Fading Channels"
366:
Anandkumar is committed to improving diversity in the technology sector. She launched a petition to
2020:
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to investigate big data and social networks. She was made an assistant professor with tenure at
769:
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1291:
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1201:
636:
601:
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233:, as an assistant professor. At the time, the technology industry was at the beginning of the
56:
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2011:
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178:
154:
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409:
298:
270:
1419:
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PASC '23: Proceedings of the Platform for Advanced Scientific Computing Conference
250:
1244:"GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics"
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on end-to-end service-level transactions. She was a postdoctoral scholar at
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1974:
901:"Anima Anandkumar, the machine learning guru behind AWS bids adieu to AWS"
17:
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310:
1845:"NVIDIA Leaders Honored at VentureBeat Transform 'Women in AI Awards'"
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The International Journal of High Performance Computing Applications
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allegedly in relation to his controversial views on the renaming of
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379:
1756:"Second Cohort of AI2050 Senior Fellows Named By Schmidt Futures"
1710:"Anima Anandkumar | Simons Institute for the Theory of Computing"
181:
and she learnt this style of dancing for many years. She studied
974:"Caltech Celebrates Newest Cohort of Named Professors | Caltech"
450:
2022 ACM Gordon-Bell Special Prize for HPC for COVID-19 Research
926:"Dr. Anima Anandkumar has Joined the MLconf Board of Advisors!"
625:
2006 40th Annual Conference on Information Sciences and Systems
261:
in 2016. She specialised in large-scale machine learning and
210:
198:
1467:
Nature Reviews Physics: Machine learning research in industry
281:
in 2017, the Mulan forum for Chinese women entrepreneurs and
337:
about the algorithms she has developed to process big data.
1026:"NVIDIA Opening Core AI and ML Research Lab in Santa Clara"
374:
to end gender segregation in the admissions process at the
325:. She has pushed for governments to invest in robotics and
253:
as a visiting scientist in 2012. In 2013 she was awarded a
1103:"'From Ashes We Rise' TEDxIU talk to feature six speakers"
851:"Deep learning that's easy to implement and easy to scale"
428:
Anandkumar has won several awards and honours, including:
598:
Scalable algorithms for distributed statistical inference
207:
Scalable Algorithms for Distributed Statistical Inference
96:
Scalable Algorithms for Distributed Statistical Inference
1005:
Research at NVIDIA: New Core AI and Machine Learning Lab
2126:
2022 fellows of the Association for Computing Machinery
1801:. Association for Computing Machinery. January 18, 2023
1522:"More girl students to get admission in IITs from 2018"
1154:"AI-aided geometric design of anti-infection catheters"
209:. During her PhD she worked in the networking group at
1375:
Anima Anandkumar Briefs PCAST on AI Enabling Science
384:
Conference on Neural Information Processing Systems
106:
88:
74:
39:
32:
1493:"Shaastra Spotlight Interviews: Anima Anandkumar"
791:"Speakers | UCLA Anderson School of Management"
1581:"AI Researchers Fight Over Four Letters: NIPS"
462:2020 Women in AI research award by Venturebeat
432:2024 Distinguished Alumnus Award by IIT Madras
386:'NIPS' as NeurIPS. In 2018, she was awarded a
309:as Director of Machine Learning Research, and
825:"In the Research Spotlight: Anima Anandkumar"
205:between 2008 and 2009. Her thesis considered
8:
661:Women in Data Science (WiDS) Conference 2019
1548:"AI Is the Future—But Where Are the Women?"
619:Anandkumar, Animashree; Tong, Lang (2006).
438:2023 Schmidt Sciences AI 2050 Senior Fellow
137:. Previously, she was a senior director of
2101:California Institute of Technology faculty
1672:"Archive of Twitter comments, now deleted"
265:. Anandkumar was a Principal Scientist at
29:
2019:
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2096:University of California, Irvine faculty
1735:"ANNOUNCING THE 2023 GUGGENHEIM FELLOWS"
515:National Science Foundation CAREER Award
255:National Science Foundation CAREER Award
237:revolution. Here she started working on
560:IEEE Transactions on Information Theory
547:
481:Air Force Office of Scientific Research
269:from 2016 to 2018. She worked with the
2000:IEEE Transactions on Signal Processing
978:The California Institute of Technology
372:Ministry of Human Resource Development
301:. She was involved with the launch of
133:is the Bren Professor of Computing at
2116:21st-century American women academics
1486:
1484:
1221:The Year in Math and Computer Science
894:
892:
553:
551:
376:Indian Institute of Technology Madras
215:Massachusetts Institute of Technology
187:Indian Institute of Technology Madras
44:Indian Institute of Technology Madras
27:Researcher and Professor of computing
7:
1242:Zvyagin, Maxim; et al. (2023).
819:
817:
815:
732:
730:
687:Journal of Machine Learning Research
591:
589:
217:until 2010, where she worked in the
1859:"Google Research Awards: Fall 2015"
2071:American women computer scientists
1645:Soper, Taylor (16 December 2020).
1059:World Government Summit - Speakers
189:and graduated in 2004. She joined
135:California Institute of Technology
83:California Institute of Technology
25:
412:'s controversial exit at Google,
221:Systems Group with Alan Willsky.
596:Animashree., Anandkumar (2009).
488:University of California, Irvine
231:University of California, Irvine
2121:21st-century American academics
1491:Ghosh, Shubhangi (2018-01-18).
930:The Machine Learning Conference
370:to try and convince him at the
79:University of California Irvine
899:Sugandha Lahoti (2018-09-01).
535:IEEE Signal Processing Society
1:
950:"Anima Anandkumar | Research"
446:Neural Information Processing
145:and a principal scientist at
2106:Machine learning researchers
2076:American computer scientists
1579:Simonite, Tom (2018-10-26).
1546:Simonite, Tom (2018-08-17).
1614:"The 2018 Good Tech Awards"
1612:Roose, Kevin (2018-12-21).
766:UCI Data Science Initiative
490:Early Career Research Award
263:high-dimensional statistics
229:In 2010, Anandkumar joined
2142:
2081:Indian computer scientists
1444:AN21 Invited Presentations
849:Lorica, Ben (2017-03-09).
444:2022 Outstanding Paper at
161:Education and early career
2091:Cornell University alumni
1270:10.1177/10943420231201154
1261:10.1101/2022.10.10.511571
877:Distributed Deep Learning
495:Sloan Research Fellowship
157:and non-convex problems.
149:. Her research considers
116:
67:
633:10.1109/CISS.2006.286427
510:Young Investigator Award
483:Young Investigator Award
329:. She spoke at the 2018
2030:10.1109/tsp.2007.896302
1910:conferences.oreilly.com
1024:Daily-AI (2018-11-30).
924:Courtney (2018-07-06).
572:10.1109/TIT.2008.924739
362:Diversity in technology
327:artificial intelligence
315:artificial intelligence
165:Anandkumar was born in
1690:"My heartfelt apology"
1188:10.1126/sciadv.adj1741
1055:"Dr. Anima Anandkumar"
566:(7): 3371–3382. 2008.
435:2023 Guggenheim Fellow
243:latent variable models
195:statistical estimation
183:electrical engineering
1107:Indiana Daily Student
1083:TEDxIndianaUniversity
874:Amazon Web Services,
795:www.anderson.ucla.edu
289:. She also worked on
239:tensor decompositions
177:. She began to study
1979:acsp.ece.cornell.edu
689:. Fort Belvoir, VA.
508:Army Research Office
368:Timothy A. Gonsalves
285:in 2018, discussing
279:Anita Borg Institute
2012:2007ITSP...55.5032A
1975:"Honors and Awards"
1955:engineering.uci.edu
1904:Anandkumar, Anima.
1716:. 22 September 2016
1714:simons.berkeley.edu
1180:2024SciA...10J1741Z
1127:Neural Operators".
954:research.nvidia.com
829:Amazon Web Services
705:2012arXiv1210.7559A
275:Amazon Web Services
267:Amazon Web Services
147:Amazon Web Services
1932:. 20 February 2014
1865:. 12 February 2016
1618:The New York Times
1526:The Economic Times
1131:. abs/2202.11214.
762:"Anima Anandkumar"
713:10.21236/ada604494
657:"Anima Anandkumar"
627:. pp. 38–43.
503:Faculty Fellowship
335:Indiana University
291:Amazon Rekognition
247:Microsoft Research
203:Cornell University
191:Cornell University
53:Cornell University
2086:IIT Madras alumni
2006:(10): 5032–5043.
1886:. 22 January 2015
1758:. 17 October 2023
530:Best Thesis Award
424:Awards and honors
392:Good Tech Award.
120:
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69:Scientific career
16:(Redirected from
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558:"Contributors".
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537:Best Paper Award
523:Best Paper Award
459:2020 IEEE Fellow
441:2023 AAAI Fellow
414:algorithmic bias
343:Neural Operators
319:machine learning
303:Amazon SageMaker
151:tensor-algebraic
139:Machine Learning
108:Doctoral advisor
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34:Anima Anandkumar
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1847:. 17 July 2020.
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1678:on 2020-12-14.
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