Thursday, October 7, 2021

Rpi phd dissertation

Rpi phd dissertation

rpi phd dissertation

Class Yang Liu (THU->UIUC PhD), Tianze Shi (THU->Cornell PhD), Ying Lin (BUPT->RPI PhD), Haitian Gong (BUPT->CMU Master). Second class award for Excellent Doctoral Dissertation of Tsinghua University. Advanced individual in Tsinghua University th Anniversary. Google China intern scholarship, Google 1 day ago · Rpi supplemental essays Research methodology short essay. How to edit an english essay. How to edit an english essay. Essay coherence pdf, how to write a reflective evaluation essay. Phd without a dissertation how to improve essay score. english essay on current topic thesis and dissertation services ucf essay on the effects of Fill in the Montclair Personal Statement Essay Exmaples order form. Give precise instructions. No need to pay at this stage. Start receiving proposals from our writers within minutes and chat with them live



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I am at ICSI and the Department of Statistics at UC Berkeley, and I am also in the RISELab in the past AMPLab in the Department of EECS. Most of my work focuses on the applied mathematics of data, in particular on the theory and practice of what is now called big data, although I was doing it back when it was just rpi phd dissertation, and prior to that when it was just large. On the theory side, we develop algorithmic and statistical methods for matrix, rpi phd dissertation, graph, regression, optimization, and related problems.


On the implementation side, we provide implementations e. On the applied side, we apply these methods to a range of problems in internet and social media analysis, social networks analysis, as well as genetics, mass spec imaging, astronomy, climate, and a range of other scientific applications.


For more information, you can also see my CV ; and here is a headshot and bio. Amir Gholami wrote a very nice blog on AI and Memory Wall on recent work we have been doing.


I was interviewed by Ben Lorica on The Data Exchange. Topics included our recent NeurIPS Rpi phd dissertation Paper Award on the column subset selection method, how adversarially-trained deep networks transfer better, how to predict trends in the quality of state-of-the-art neural networks without access to training or testing data, and updates on the WeightWatcher tool.


Congrulations to Michal Derezinski and Rajiv Khanna for winning the Best Paper Award at NeurIPS I was interviewed by Ben Lorica on O'Reilly Data Show Podcast. I am the Director of the new UC Berkeley FODA Foundations of Data Analysis Institute grant, which is part of the NSF TRIPODS program, to deepen the theoretical foundations of data science in a new transdisciplinary institute.


Also involved are coPIs Bin Yu, Fernando Perez, Michael Jordan, and Peter Bartlett, rpi phd dissertation. Here is rpi phd dissertation information about rpi phd dissertation The main FODA web page.


The UC Berkeley press release about FODA. The summary article from Datanami about it, rpi phd dissertation. The original NSF announcement. The report from the planning workshop we wrote. Our edited volume rpi phd dissertation The Mathematics of Databased on lectures from the PCMI Summer Schoolis available.


I talked about our recent results on "Why Deep Learning Works: Implicit Self-Regularization in Deep Neural Networks" at the Simons' Institute Big Data RandNLA meeting, Sept Related talks were given by collaborator Charles Martin: at LBNL, June ; at ICSI, December ; and at Stanford, Januray More recently, rpi phd dissertation, I gave a longer and updated version at SF Bay Area DM-SIG Meeting, February Linear Algebra for Data Science : A four-unit introductory class on linear algebra, from the perspective of probablity and related topics in the mathematics of data.


It completely redesigns the usual presentation of linear algebra from the ground up to be more appropriate for data applications. I'll teach this for the first time in Spring I have a detailed but work-in-progress set of course notes for this class.


I will post them at an appropriate point; but, in the meantime, email me if you are interested in them. Our technical report describes RISELab challenges. Video synopsis of our Communications of the ACM article on "RandNLA: Randomized Numerical Linear Algebra.


My postdoc Julian Shun has been awarded the ACM's rpi phd dissertation dissertation award for his CMU doctoral thesis " Shared-Memory Parallelism Can Be Simple, Fast, and Scalable".


Role of RLA in HPCas described HPC Wire, rpi phd dissertation. I gave a talk on "BIG Biomedicine and the Foundations of BIG Data Analysis" at Stanford University at Stanford Medical School, May 23, rpi phd dissertation, at their "Big Data in BioMedicine" Conference. Click "here" for a video of the talk. They also got two nice CEO-style pictures: here ; and here. Liam Hodgkinson postdoc, UC Berkeley, present.


Yaoqing Yang postdoc, UC Berkeley, present, joint w. Amir Gholaminejad postdoc, UC Berkeley, rpi phd dissertation, present, joint w. Zhenyu Liao postdoc, UC Berkeley, ; now faculty at Huazhong. Jianfei Chen postdoc, UC Berkeley,joint w. Gonzalez; now faculty at Tsinghua. Michal Derezinski postdoc, UC Berkeley, ; now faculty at Michigan.


Rajiv Khanna postdoc, UC Berkeley, ; now faculty at Purdue. Benjamin Erichson postdoc, UC Berkeley, ; now faculty at Pittsburgh. Vipul Gupta student, rpi phd dissertation, UC Berkeley, PhD,joint w. Ramchandran; onto Bytedance. Zhewei Yao student, UC Berkeley, PhD, ; onto Microsoft. Yaohui Cai visiting researcher, UC Berkeley,joint w. Keutzer; onto Cornell for PhD. Daiyaan Arfeen student, UC Berkeley, undergraduatejoint w. Keutzer; onto CMU for PhD. Gabe Montague student, UC Berkeley, MEng capstone, ; onto Co-Founder of Park and Pedal.


Shusen Wang postdoc, UC Berkeley, ; now faculty at Stevens Rpi phd dissertation. Danqing Zhang student, UC Berkeley, PhD,advised by Alexei Pozdnoukhov; now at Amazon.


Ruoxi Wang student, Stanford, PhD,advised by Eric Darve; now at Google. Peng Xu student, Stanford, PhD, ; now at Amazon. Aditya Devarakonda student, UC Berkeley, PhD,joint w. Demmel; now at Hopkins APL. Noah Golmant student, UC Berkeley, undergraduate,joint w. Gonzalez; now at OpenAI. Kimon Fountoulakis postdoc, UC Berkeley, ; now faculty at Waterloo. Julian Shun postdoc, UC Berkeley, ; now faculty at MIT. Fred Roosta postdoc, UC Berkeley, rpi phd dissertation, ; now faculty at Queensland.


Alex Gittens postdoc, UC Berkeley, ; now faculty at RPI. Di Wang student, UC Berkeley, PhD,rpi phd dissertation, joint w. Rao; now at Google. Simon Du student, UC Berkeley, undergraduate thesis,joint w, rpi phd dissertation.


Gu; now at Washington. Jiyan Yang student, Stanford, PhD, ; now at Facebook. Aaron Adcock student, Stanford, PhD, ; now at Facebook. Xiangrui Meng student, Stanford, PhD, ; at LinkedIn, then Databricks. Lorenzo Orecchia intern,Yahoo; faculty at Boston, then Chicago. Jure Leskovec intern, Yahoo, ; now faculty at Stanford.


Hari Narayanan intern, Yahoo, ; faculty at Washington, then TIFR, Mumbai. Jeff Phillips intern, Yahoo, ; now faculty at Utah. Lek-Heng Lim intern, Yahoo, ; now faculty at Chicago. Boulos Harb intern, Yahoo, ; now at Google. Home Research Publications Talks Rpi phd dissertation. Michael Mahoney. Email: mmahoney is the username, and stat dot berkeley dot edu is the domain name.




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rpi phd dissertation

A PhD is a doctorate of philosophy based on mostly independent study. It is assessed formally on the basis of one piece of work, a dissertation (or thesis), that reports your original thought and research. You must also successfully complete all required training. (RPI excluding mortgage interest payments) as permitted by law or Government My postdoc Julian Shun has been awarded the ACM's doctoral dissertation award for his CMU doctoral thesis "Shared-Memory Parallelism Can Be Simple, Fast, and Scalable". Our AMPLab-Cray-NERSC/LBL collaboration, to implement randomized linear algebra (RLA) algorithms in Spark on HPC platforms for LBL's scientific data applications, is ARCHITECTURE DISSERTATION: LEC: ** TBA ** Shelden * TBA * 0: View TextBooks: ARCH ARCHITECTURE DISSERTATION: LEC: ** TBA ** Tsamis * TBA * 7: 3: View TextBooks: Fall Session August 30 - December 10, ARTS. CRN Instruction Cred Gr Class Start End Max Sts; Course-Sec Course Title Class Type Method Hrs

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