PPT-Computationally Efficient and accurate ML algorithms for PV finding

Author : sophia | Published Date : 2023-07-28

Gowtham Atluri Mike Sokoloff PV finder LHCb upgrade Much higher pileup Need for faster algorithms Goal Discovering PVs and SVs Use of ML approaches Transform 3D

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Computationally Efficient and accurate ML algorithms for PV finding: Transcript

Gowtham Atluri Mike Sokoloff PV finder LHCb upgrade Much higher pileup Need for faster algorithms Goal Discovering PVs and SVs Use of ML approaches Transform 3D data to 1D 1D Convolutional neural nets. 5736157361573476DWSDHY57347DDNK573471DWLRQDO573477HFKQLFDO573478QLYHUVLW OPDW57359573475736357368573635736357364573665735957347DDNKVWDQ 6WDWH573478QLYHUVLW57347RI573471HZ LQJKDPWRQ57347157359573475736457366573725736357365573595734786 DDNKVWDQ57347QVW Our algorithms output an implicit representation of these paths in a digraph with vertices and edges in time log We can also 731nd the shortest paths from a given source to each vertex in the graph in total time log kn We de scribe applications to Wallaway ore efficient use of space. ꔀHead-to-Toe Support Provides continuous, head-to-toe support ꔀPowerRecline Effortlessly recline to your favorite posi- ꔀCupholder Generously Cryptographic Tools (. cont. ). modified from slides of . Lawrie. Brown. Message Authentication. protects against active attacks. verifies received message is authentic. can use conventional encryption. A tradeoff between efficiency and accurate, useful results. Introduction. The authors: Maria Jump and Kathryn S. McKinley. Cork: help programmers find and fix memory leaks by identifying data structures that grow during execution of a program. Probabilistic Model Computationally more efficient models are developed based on probabilistic approach including discriminant analysis models, probit analysis models and the most popular logit analys Chapter 9 - . Public-Key Cryptography. Fifth Edition. by William Stallings . Lecture slides by Lawrie Brown. Why Public-Key Cryptography?. developed to address two key issues:. key distribution. – how to have secure communications in general without having to trust a KDC with your key. efficientwatershedmodelcalibration BryanA.Tolson 1 andChristineA.Shoemaker 2 Received10November2005;revised25May2006;accepted31August2006;published17January2007. [ 1 ] Anewglobaloptimizationalgorithm, Probabilistic Model Computationally more efficient models are developed based on probabilistic approach including discriminant analysis models, probit analysis models and the most popular logit analys Abbas Rahimi, . Andrea . Marongiu. ,. . Rajesh K. Gupta, Luca . Benini. UC San Diego, and . University of Bologna . Micrel.deis.unibo.it. /. MultiTherman. variability.org. Outline. Introduction. and . Abbas Rahimi, . Andrea . Marongiu. ,. . Rajesh K. Gupta, Luca . Benini. UC San Diego, and . University of Bologna . Micrel.deis.unibo.it. /. MultiTherman. variability.org. Outline. Introduction. and . . Juri . Minxha. Medical Image Analysis. Professor Benjamin Kimia. Spring 2011. Brown University. Problem Statement. 2 Signal Sources . - 3D . volumetric data . (CT scan, MRI). - 2D images (ex. frame from fluoroscopy video). Abbas Rahimi, . Andrea . Marongiu. ,. . Rajesh K. Gupta, Luca . Benini. UC San Diego, and . University of Bologna . Micrel.deis.unibo.it. /. MultiTherman. variability.org. Outline. Introduction. and . Instructor: Arun Sen. Office: BYENG . 530. Tel: 480-965-6153. E-mail: asen@asu.edu. Office Hours: . MW 3:30-4:30 or by appointment. TA: . TBA. Office. : TBA. Tel: . TBA. E-mail: . TBA. Office Hours. : .

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