Founders Eric Xing, Ning Li, Qirong Ho; Operating Status Active; Last Funding Type Series B; Legal Name Petuum, Inc. Company Type For Profit; Contact Email press@petuum.com; Petuum is provides innovative industry solutions using the most advanced artificial intelligence technologies that have been out of reach for most businesses. Petuum: A New Platform for Distributed Machine Learning on Big Data Eric Xing epxing@cs.cmu.edu School of Computer Science Carnegie Mellon University Acknowledgement: Wei Dai, Qirong Ho, Jin Kyu Kim, Abhimanu Kumar, Seunghak Lee, Jinliang Wei, Pengtao Xie, Xun Zheng Zhiting Hu, Hao Zhang, James Cipar, Henggang Cui, and, Phil Gibbons, Greg Ganger, Garth Gibson 1. Our award-winning scientists help you unlock the transformative benefits of artificial intelligence. He has also been successful in competitive programming. Xing is also the founder, chairman and chief scientist of Petuum, a US-based start-up that builds standardised AI development platforms and operating systems for broad and general industrial AI applications. Professor Dr. Xing is also the Founder, Chairman, and Chief Scientist of Petuum, Inc, a US-based startup company that builds standardised artificial intelligence development platforms and operating systems for broad and general industrial AI applications. Microsoft Research Talk Presenter: Dr. Eric Xing, Petuum Founder/CEO Presentation: On The Algorithmic and System Interface of BIG LEARNING Abstract: … BibTeX. https://www.cmu.edu/news/stories/archives/2017/january/petuum-platform.html Dr. Eric P. Xing is Founder, CEO and Chief Scientist at Petuum Inc. According to csrankings.org, Professor Xing currently ranks as one of the top computer science (CS) professors worldwide, whose papers (in the most selective CS conferences of all disciplines) collectively have the highest (weighted) acceptance among all computer scientists in the US and global universities during 2005-2020. Compositionality in Machine Learning — Dr. Eric Xing @ ODSC West 2019. Eric Xing Petuum Inc eric.xing@petuum.com Abstract Semantic concept hierarchy is still under-explored for se-mantic segmentation due to the inefficiency and complicated optimization of incorporating structural inference into dense prediction. Petuum's veteran product and marketing leaders are backed by our strong R&D team. Xun Zheng . Qirong Ho holds a Ph.D from Carnegie Mellon University. Eric P. Xing. Compositionality in Machine Learning - Presentation by Petuum's Founder & Chief Scientist, Dr. Eric Xing, at ODSC West 2019 . Achieve the Impossible. research-article. Eric P. Xing joined Petuum as CEO. HBm auf Xing; Wo Sie uns noch folgen können Studie zu ... An der Spitze stand Eric Dumonpierre. MBZUAI is the world’s first graduate-level, research-based AI university. Current Team Born: Shanghai, China. In 2016, he was elected Fellow of AAAI. in the Bay Area, where she led fundraising and grant activities within the organization. Baoyu Jing Zeya Wang Eric Xing Petuum Inc., USA fbaoyu.jing, zeya.wang, eric.xingg@petuum.com Abstract Chest X-Ray (CXR) images are commonly used for clinical screening and diagnosis. With our technical strength, we solve problems at the forefront of machine learning, distributed systems, and human-computer interaction. Eric Xing, a Carnegie Mellon professor of machine learning, three years ago founded Petuum, based in Pittsburg, which has received $108 million in … Additionally, he has served as VP of Asia Netcom, heading strategies for its pan-Asia data network services, as well as VP of 21vianet, China’s leading Internet Data Center company. He is also the Associate Department Head for Research of the Machine Learning Department and the Founding Director of the Center for Machine Learning and Health at CMU. Carnegie Mellon University, Petuum Inc., Eric P. Xing. Pengtao Xie. The principal is Eric Xing from Suunyvale CA. Papers and proceedings are freely available to everyone once the event begins. 3Lawrence Carin, 1;2Eric P. Xing 1Petuum Inc., 2Carnegie Mellon University, 3Duke University, 4Tsinghua University {hao.zhang,christy.li,xiaodan.liang,eric.xing}@petuum.com, dzj17@mails.tsinghua.edu.cn, lcarin@duke.edu Abstract Synchronization is a key step in data-parallel distributed machine learning (ML). Petuum has 5 board members and advisors, including Michael I. Jordan . Knüpfe berufliche Kontakte und entdecke spannende Jobs, Events, News und Gruppen. Under his leadership, Petuum has raised over $120 million funding since 2016 and was selected as a 2018 World Economic Forum Technology Pioneer. Presentation at Open Data Science Conference (ODSC) West 2019 in Santa Clara, CA Presenter: Dr. Eric Xing, Petuum's Founder/Chief Scientist and Carnegie Mellon University professorIn this technical presentation, Dr. Eric Xing shares key insights on how he and the Petuum team are advancing the field of machine learning.The key topics in this presentation include:- Compositionality in Machine Learning - Texar: A Modularized ML toolkit- Scalable AI Infrastructure For more detail about what we do at Petuum, visit us at: https://www.petuum.com Under his leadership, Petuum has raised over $120 million funding since 2016. Prof Xing is a board member of the International Machine Learning Society; he has served as the Program Chair (2014) and General Chair (2019) of the International Conference of Machine Learning (ICML); he is also the Associate Department Head of the Machine Learning Department, founding director of the Center for Machine Learning and Health at Carnegie Mellon University; he is a Fellow of the Association of Advancement of Artificial Intelligence (AAAI), and an IEEE Fellow. Christy Y. Li, Xiaodan Liang, Zhiting Hu, and Eric P. Xing Latest blog Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation, NIPS 2018 The funds will be used primarily to hire engineers, salespeople, and marketers, as Petuum works to commercialize its software, according to Eric Xing, the company’s founder and CEO. Professor Dr. Xing is also the Founder, Chairman, and Chief Scientist of Petuum, Inc, a US-based startup company that builds standardised artificial intelligence development platforms and operating systems for broad and general industrial AI applications. Carnegie Mellon University, Bryon Aragam. He is also the Associate Department Head for Research of the Machine Learning Department and the Founding Director of the Center for Machine Learning and Health at CMU. Honors and awards . The new investment brings the total raised by Petuum since its launch in July 2016 to $108 million. A recipient of the Singapore Agency for Science, Technology and Research PhD fellowship and the SIGKDD Doctoral Dissertation award, Dr Ho's innovative research on distributed software systems delivers a new approach to running Artificial Intelligence and Machine Learning applications at Terabyte scales and beyond, up to hundreds of times faster than existing Big Data systems. Dr. Eric P. Xing is Founder, CEO and Chief Scientist at Petuum Inc. Eric Poe Xing is a professor at Carnegie Mellon University and researcher in machine learning, computational biology, and statistical methodology. Under his leadership, Petuum has raised over $120 million funding since 2016 and was selected as a 2018 World Economic Forum Technology Pioneer. He is a Professor in the School of Computer Science at Carnegie Mellon University. He completed his undergraduate study at Tsinghua … Dr. Eric P. Xing is Founder, CEO and Chief Scientist at Petuum Inc. He completed his Ph.D. work at the Computer Science Department at Carnegie Mellon University, where he researched resource adaptability and elasticity for distributed machine learning systems. Before Petuum and CMU, Aurick studied computer science and combinatorics and optimization at the University of Waterloo, where he also researched multi-pivot quicksort. He holds a B.S. Eric P. Xing, PhD, PhD 8101 Gates-Hillman Center (GHC), SCS Carnegie Mellon University Pittsburgh, PA 15213 Phone: (412) 268-2559 Fax: (412) 268-3431 We provide an AI software platform that allows enterprises to design, build, experiment, customize, operate and own vertical AI solutions in a wide range of industries and areas, such as healthcare, industrial manufacturing and utilities, financial services, telecommunications, autonomous driving, and beyond. Eric P. Xing, Petuum Inc. Open Access Media. free access. Eric P. Xing. Watch Recorded Presentation → The Petuum Advantage. Registration Information; Registration Discounts; Grant Program Overview; Student Grants; Diversity Grants; Venue, Hotel, and Travel; Services; Program. Addressing the straggler problem for iterative convergent parallel ML . Strategic Implementation of Artificial Intelligence to Improve Energy Utilization and Yield at CEMEX . He is also the Associate Department Head for Research of the Machine Learning Department and the Founding Director of the Center for Machine Learning and Health at CMU. Our mission is to enable organizations to own, build and become informed users of their AI solutions, without relying on expensive talent. Carnegie Mellon University, Petuum Inc. December 2018 NIPS'18: Proceedings of the 32nd International Conference on Neural Information Processing Systems. Eric Xing From Wikipedia the free encyclopedia. Petuum lets enterprises easily understand and leverage AI to gain deep insight for better decision-making and improved productivity and efficiency. Eric P. Xing is the Founder, CEO, and Chief Scientist of Petuum Inc., and a Professor of Computer Science at Carnegie Mellon University.He completed his undergraduate study at Tsinghua University, and holds a PhD in Molecular Biology and Biochemistry from the State University of New Jersey, and a PhD in Computer Science from the University of California, Berkeley. Born: Shanghai, China. Article. He has published over 40 papers with over 1200 citations in the areas of distributed AI and ML systems, large-scale social network and social media analysis, latent space models, and Bayesian Nonparametrics. Carnegie Mellon University, Henggang Cui. Petuum Inc. August 2017 ICML'17: Proceedings of the 34th International Conference on Machine Learning - Volume 70. Christy Y. Li, Xiaodan Liang, Zhiting Hu, and Eric P. Xing Latest blog Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation, NIPS 2018 PetuumMed: algorithms and system for EHR-based medical decision support Eric Xing Petuum Inc. Carnegie Mellon University SAILING LAB Laboratory for Statistical Artificial InteLigence & … Dr. Ho was a Principal Investigator at the Institute for Infocomm Research, A*STAR, Singapore, and is an Adjunct Assistant Professor at the Singapore Management University School of Information Systems. School of Engineering and Applied Sciences, Harvard University, Yi Zhou. Trees Falling in the … Petuum is excited to announce that our founder, Executive Chairman, and Chief Scientist Dr. Eric Xing has been appointed as President of the Mohamed bin Zayed University of Artificial Intelligence (@MBZUAI) the world's first graduate-level, research-based artificial intelligence (AI) university, based in UAE. Eric P. Xing is a Professor of Computer Science at Carnegie Mellon University, and the Founder, CEO, and Chief Scientist of Petuum Inc., a 2018 World Economic Forum Technology Pioneer company that builds standardized artificial intelligence development platform and operating system for broad and general industrial AI applications. Article. Today’s artificial intelligence solutions tend to be specialized in specific applications and functions, and rely on maintenance by a select few developers. DAGs with NO TEARS: continuous optimization for structure learning. Most recently Prof. Xing has been appointed the Founding President of the Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) in the UAE. She also oversees business and operations in China and Japan after the initial setup. Eric P. Xing is the Founder, Executive Chairman, and Chief Scientist of Petuum Inc., and a Professor of Computer Science at Carnegie Mellon University. FounderExecutive Chairman and Chief Scientist. He also founded & served as CEO of PICA, one of the earliest mobile Internet messaging companies in China. These software technologies are supported by Petuum’s training programs for AI engineering, which are aimed at teaching industrial subject matter experts and business analysts to become AI builders and informed users. Liz worked for Hina Group, a then investment banking startup focusing on cross border transactions as Director of Business Development. However, it is often difficult to incorporate rich structured domain knowl-edge with the end-to-end DGMs. As a result, AI currently remains inaccessible to most organizations. Under his leadership, Petuum has raised over $120 million funding since 2016 and was selected as a 2018 World Economic Forum Technology Pioneer. He is a Professor in the School of Computer Science at Carnegie Mellon University. In this way, Petuum is enabling the eventual integration of AI into the foundation of every industry. Petuum CEO Eric Xing raised $93 million for his Pittsburgh-based startup Petuum this past October. July 2018 USENIX ATC '18: Proceedings of the 2018 USENIX Conference on Usenix Annual Technical Conference. Carnegie Mellon University is proud to present 88 papers at the 34th Conference on Neural Information Processing Systems (NeurIPS 2020), which will be held virtually this week. We do this by transforming AI into an industrial technology, complete with standardized processes, software design tools, building blocks for data processing and ML, and customizable reference designs that allow AI solutions to be consistently mass-produced, with low total cost, support for small to very large data sizes, and high task accuracy. Petuum Inc., a Carnegie Mellon University spinoff headed by Machine Learning Professor Eric Xing, has closed $93 million in Series B funding led by a subsidiary of SoftBank Group Corp. Our mission is to enable organizations to own, build and become informed users of their AI solutions, without relying on expensive talent. Linked Presentation: STRADS-AP: Simplifying Distributed Machine Learning Programming without Introducing a New Programming Model. Aaron Harlap. He completed his undergraduate study at Tsinghua University, and holds a PhD in Molecular Biology and Biochemistry from the State University of New Jersey, and a PhD in Computer Science from the University of California, Berkeley. Eric Poe Xing. His main research interests are the development of machine learning and statistical methodology, and large-scale computational system and architectures, for solving problems involving automated learning, reasoning, and decision-making in high-dimensional, multimodal, and dynamic possible worlds in artificial, biological, and social systems. Petuum was named a 2018 Technology Pioneer by the World Economic Forum, one of only 61 start-ups in the world to be so honored. Learning latent space models with angular constraints. USENIX is committed to Open Access to the research presented at our events. Presenter: Dr. Eric Xing, Petuum's Founder/Chief Scientist and Carnegie Mellon University professor In this technical presentation, Dr. Eric Xing shares key insights on how he and the Petuum … Eric Xing From Wikipedia the free encyclopedia. free access. Professor Dr. Xing will lead MBZUAI as the first intake of graduate students are set to commence studies in January 2021. See also . Eric P. Xing is a Professor of Computer Science at Carnegie Mellon University, and the Founder, CEO, and Chief Scientist of Petuum Inc., a 2018 World Economic Forum Technology Pioneer company that builds standardized artificial intelligence development platform and operating system for broad and general industrial AI applications. Petuum has 7 current team members, including Founder, Executive Chairman, Chief Scientist Eric Xing. Professor Dr. Xing is also the Founder, Chairman, and Chief Scientist of Petuum, Inc, a US-based startup company that builds standardised artificial intelligence development platforms and operating systems for broad and general industrial AI applications. Carnegie Mellon University, Wei Dai. Petuum is a machine learning infrastructure platform that allows users to build, scale and deploy applications on enterprise hardware. Eric Poe Xing. Petuum was founded by scientists and professors from Carnegie Mellon University, including Dr. Eric Xing, who is ranked the top CS/AI researcher in the world. They are talent-intensive, expensive, difficult to reproduce, and overall unsustainable. Machine Learning Department, Carnegie Mellon University and Petuum Inc., Yuntian Deng . Petuum is excited to announce that our founder, Executive Chairman, and Chief Scientist Dr. Eric Xing has been appointed as President of the Mohamed bin Zayed University of Artificial Intelligence (@MBZUAI) the world's first graduate-level, research-based artificial intelligence (AI) university, based in UAE. Pehong Chen Distinguished Professor in the Department of Electrical Engineering and Computer Science and the Department of Statistics, UC Berkeley, Samsung Professor in the School of Engineering and Professor of Electrical Engineering in the Information Systems Laboratory, Stanford University, Founder and Chief Scientist, Data Domain; Paul M. Wythes '55, P'86 and Marcia R. Wythes P'86 Professor in the Department of Computer Science, Princeton University, Executive Vice President, Artificial Intelligence and Research Group, Microsoft, Assistant Professor, Georgia Institute of Technology, Visiting Assistant Professor, Carnegie Mellon University, Assistant Professor, Penn State University, Assistant Professor, Seoul National University, Assistant Professor, Carnegie Mellon University, Assistant Professor, University of Chicago, Research Scientist, Priberam Labs and Instituto Superior Técnico, Research Scientist, University of Texas at Dallas, Postdoctoral Researcher, Stanford University, Assistant Professor, University of Texas at Austin, Assistant Professor, University of Arizona, Assistant Professor, University of Waterloo.
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