Výsledky vyhledávání - "scalable algorithms"

Efficient Exploration of the Rashomon Set of Rule-Set Models

Autoři: Ciaperoni, Martino Xiao, Han Gionis, Aristides

Zdroj: KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. :478-489

Témata: interpretable machine learning, rashomon set, rule-based classification, scalable algorithms

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-353966
https://doi.org/10.1145/3637528.3671818

Fast linear model trees by PILOT

Autoři: Raymaekers, Jakob Rousseeuw, Peter J. Verdonck, Tim a další

Zdroj: Machine learning
Machine Learning

Témata: SELECTION, FOS: Computer and information sciences, Technology, Computer Science - Machine Learning, 1702 Cognitive Sciences, Regression trees, Machine Learning (stat.ML), 02 engineering and technology, 01 natural sciences, Computer Science, Artificial Intelligence, Machine Learning (cs.LG), Methodology (stat.ME), 4611 Machine learning, Scalable algorithms, Statistics - Machine Learning, REGRESSION, 0801 Artificial Intelligence and Image Processing, 0202 electrical engineering, electronic engineering, information engineering, Artificial Intelligence & Image Processing, 0101 mathematics, Statistics - Methodology, Computer. Automation, Science & Technology, 0806 Information Systems, Computer Science, Consistency, Piecewise linear model

Přístupová URL adresa: http://arxiv.org/abs/2302.03931
https://hdl.handle.net/10067/2069970151162165141
https://repository.uantwerpen.be/docstore/d:irua:24466

SCALABLE ALGORITHMS FOR HIGH-FREQUENCY TRADING DATA ANALYSIS: FROM TRADITIONAL INDEXING TO MODERN STREAM PROCESSING

Autoři: R.T. Gaipnazarov F.A. Jo'raboyev A.A.Bahromov

Témata: high-frequency trading, scalable algorithms, stream processing, data indexing, real-time analytics, Python, SQL

On the volume and veracity of big and shared data

Autoři: Wang, Yanghao Fan, Wenfei Libkin, Leonid

Přispěvatelé: Wang, Yanghao Fan, Wenfei Libkin, Leonid

Témata: big data, querying big data, optimization techniques, resource bounded approximation scheme, toll functions, erroneous data, big data analytics, RBAS, rules for entity enhancing, machine learning, discrepancy detection, entity enhancing, scalable algorithms

Přístupová URL adresa: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.857832

Scalable User Rate and Energy-Efficiency Optimization in Cell-Free Massive MIMO

Autoři: H. D. Tuan A. A. Nasir H. Q. Ngo a další

Zdroj: IEEE Transactions on Communications. 70:6050-6065

Témata: nonconvex optimization, name=SDG 7 - Affordable and Clean Energy, name=Electrical and Electronic Engineering, 02 engineering and technology, 7. Clean energy, conjugate beamforming (CB), geometric mean, Cell-free massive MIMO (cfm-MIMO), 0202 electrical engineering, electronic engineering, information engineering, scalable algorithms, energy efficiency

Scalable Graph Isomorphism: Combining Pairwise Color Refinement and Backtracking via Compressed Candidate Space

Autoři: Gu G. Nam Y. Park K. a další

Přispěvatelé: Gu G. Nam Y. Park K. a další

Zdroj: 2021 IEEE 37th International Conference on Data Engineering (ICDE). :1368-1379

Témata: Real-world datasets, Color, 02 engineering and technology, Graph isomorphism, Orders of magnitude, Graph isomorphism problem, Graphic methods, Scalable algorithms, Subgraph isomorphism, 0202 electrical engineering, electronic engineering, information engineering, Set theory, Graph algorithms, Real-world graphs, State-of-the-art algorithms

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/11385/224290
https://doi.org/10.1109/ICDE51399.2021.00122

Multi-user Task Offloading to Heterogeneous Processors with Communication Delay and Budget Constraints

Autoři: Sundar, Sowndarya Champati, Jaya Prakash Liang, Ben

Zdroj: IEEE Transactions on Cloud Computing. 10(3):1958-1974

Témata: Approximation algorithms, Cloud computing, Computational modeling, Processor scheduling, Program processors, Servers, Task analysis, Multitasking, NP-hard, Budget constraint, Budget resolution, Communication delays, Constant factor approximation, Heterogeneous processors, Integer solutions, Scalable algorithms, Sequence-dependent, Budget control

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-285346

Advances in Bayesian Methods: Nonparametric Network Modeling and Scalable Computations

Autoři: BARILE, FRANCESCO

Témata: Dati reti multiple, Modelli di distanza, Bayes nonparametrica, Simplesso standard, Algoritmi scalabili, Multiple netwok data, Distance-based model, Nonparametric Bayes, Probability simplex, Scalable algorithms

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/10281/548962

Editorial: Scalable Network Generation & Analysis

Autoři: Giabbanelli P. J. Swarup S. Lambiotte R. a další

Zdroj: Front Big Data
Frontiers in Big Data, Vol 5 (2022)

Témata: Big Data, network simulation, 0202 electrical engineering, electronic engineering, information engineering, scalable algorithms, big data analytics, Information technology, 02 engineering and technology, T58.5-58.64, network analysis, graph mining

Popis souboru: application/pdf

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/35958040
https://doaj.org/article/7c2b1024da86463b86ba494a2ffac2bc

Robust and Scalable Methods for the Dynamic Mode Decomposition

Autoři: Askham, Travis Zheng, Peng Aravkin, Aleksandr a další

Zdroj: Faculty Publications

Témata: dynamic mode decomposition, robust statistics, scalable algorithms

Relation: https://digitalcommons.njit.edu/fac_pubs/3278

Dostupnost: https://digitalcommons.njit.edu/fac_pubs/3278
https://doi.org/10.1137/21M1417405

Extreme-scale Algorithms and Solver Resilience

Přispěvatelé: Dongarra, Jack [Univ. of Tennessee, Knoxville, TN (United States)]

Zdroj: Other Information: http://icl.cs.utk.edu/magma/software/http://icl.cs.utk.edu/magma/pubs/

Popis souboru: Medium: ED; Size: 15 p.

Přístupová URL adresa: http://www.osti.gov/scitech/servlets/purl/1334619

Scalable and Jointly Differentially Private Packing

Autoři: Huang, Zhiyi Zhu, Xue Zhiyi Huang and Xue Zhu

Přispěvatelé: Huang, Zhiyi Zhu, Xue Zhiyi Huang and Xue Zhu

Témata: Joint differential privacy, packing, scalable algorithms

Popis souboru: application/pdf

Relation: Is Part Of LIPIcs, Volume 132, 46th International Colloquium on Automata, Languages, and Programming (ICALP 2019); https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2019.73

Dostupnost: https://doi.org/10.4230/LIPIcs.ICALP.2019.73
https://nbn-resolving.org/urn:nbn:de:0030-drops-106498
https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2019.73

AMIDST: A Java toolbox for scalable probabilistic machine learning

Autoři: Masegosa Arredondo, Andrés Ramón Martínez, Ana María Ramos López, Darío a další

Zdroj: riUAL. Repositorio Institucional de la Universidad de Almería
Universidad de Almería
Masegosa, A, Martinez, A M, Ramos-López, D, Cabanas de Paz, R, Salmerón, A, Langseth, H, Nielsen, T D & Madsen, A L 2019, 'AMIDST: A Java toolbox for scalable probabilistic machine learning', Knowledge-Based Systems, vol. 163, pp. 595-597. https://doi.org/10.1016/j.knosys.2018.09.019

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, I.2.6, Machine Learning (stat.ML), Estadística, 02 engineering and technology, 01 natural sciences, Ciencias de la Computación, Machine Learning (cs.LG), Variational methods, Scalable algorithms, Statistics - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, Ciencia de Datos, 0101 mathematics, Inteligencia Artificial, Latent variables, Probabilistic graphical models

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/pdf/1704.01427
http://arxiv.org/abs/1704.01427
https://vbn.aau.dk/da/publications/77b1a11d-7b32-4fbb-b12c-f61b3342d033
https://doi.org/10.1016/j.knosys.2018.09.019
https://vbn.aau.dk/ws/files/302944893/AMIDST_A_Java_toolbox_for_scalable_probabilistic_machine_learning.pdf
https://arxiv.org/pdf/1704.01427.pdf
http://www.scopus.com/inward/record.url?scp=85055743999&partnerID=8YFLogxK
http://doi.org/10.1016/j.knosys.2018.09.019
https://vbn.aau.dk/da/publications/amidst-a-java-toolbox-for-scalable-probabilistic-machine-learning(77b1a11d-7b32-4fbb-b12c-f61b3342d033).html
https://doi.org/10.1016/j.knosys.2018.09.019
http://ui.adsabs.harvard.edu/abs/2017arXiv170401427M/abstract
https://vbn.aau.dk/en/publications/amidst-a-java-toolbox-for-scalable-probabilistic-machine-learning
https://ntnuopen.ntnu.no/ntnu-xmlui/handle/11250/2596031

Monte Carlo scalable algorithms for Computational Finance

Autoři: Vassil Alexandrov Janko Straßburg Christian González Martel a další

Přispěvatelé: Vassil Alexandrov Janko Straßburg Christian González Martel a další

Zdroj: Proceedings Of The International Conference On Computational Science (Iccs) [ISSN 1877-0509], v. 4, p. 1708-1715
accedaCRIS portal de investigación de la Universidad de las Palmas de Gran Canaria
instname

Témata: Scalable Algorithms, 120302 Lenguajes algorítmicos, Scalable algorithms, 0502 economics and business, 05 social sciences, Computational Finance, 0101 mathematics, Monte Carlo, 01 natural sciences, Computational finance

Přístupová URL adresa: http://hdl.handle.net/10553/53796
https://core.ac.uk/display/82713337
https://dblp.uni-trier.de/db/journals/procedia/procedia4.html#AlexandrovMS11
https://www.sciencedirect.com/science/article/pii/S1877050911002432

A Harware-Assisted Scalable Solution for Interactive Volume Rendering of Time-Varying Data

Autoři: Lum, Eric Ma, Kwan-Liu Clyne, John

Témata: Compression, disk I/O, high performance computing, out-ofcore processing, parallel rendering, PC, scalable algorithms, scientific visualization, texture hardware, time-varying data, transform encoding, volume rendering

Popis souboru: application/pdf

Přístupová URL adresa: https://escholarship.org/uc/item/8h75v1gf
https://escholarship.org/content/qt8h75v1gf/qt8h75v1gf.pdf

Final Report for Enhancing the MPI Programming Model for PetaScale Systems

Přispěvatelé: Gropp, William [University of Illinois at Urbana-Champaign]

Popis souboru: Medium: ED; Size: 93 Kbytes

Přístupová URL adresa: http://www.osti.gov/scitech/servlets/purl/1088013

Going Beyond Traditional Characterizations in the Age of Big Data and Network Sciences (Invited Talk)

Autoři: Teng, Shang-Hua Shang-Hua Teng

Přispěvatelé: Teng, Shang-Hua Shang-Hua Teng

Témata: scalable algorithms, axiomatization, graph sparsification, local algorithms, advanced sampling, big data, network sciences, machine learning, social influence, beyond graph theory

Popis souboru: application/pdf

Relation: Is Part Of LIPIcs, Volume 123, 29th International Symposium on Algorithms and Computation (ISAAC 2018); https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ISAAC.2018.1

Dostupnost: https://doi.org/10.4230/LIPIcs.ISAAC.2018.1
https://nbn-resolving.org/urn:nbn:de:0030-drops-99495
https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ISAAC.2018.1

Synchronization-free algorithms for exascale and beyond

Autoři: Nayak, Pratik

Témata: preconditioners, asynchronous algorithms, HPC, GPU, scalable algorithms, batched algorithms, iterative solvers

STRUCTURE AND ALGORITHMS OF SL-AV ATMOSPHERE MODEL PARALLEL PROGRAM COMPLEX

Autoři: Tolstykh, Mikhail Goyman, Gordey Fadeev, Rostislav a další

Přispěvatelé: Tolstykh, Mikhail Goyman, Gordey Fadeev, Rostislav a další

Zdroj: Lobachevskii Journal of Mathematics; Том 39, № 4 (2018) ; 1818-9962 ; 1995-0802

Témata: global atmosphere model, numerical weather prediction, scalable algorithms, elliptic equations, multigrid solver, reduced latitude-longitude grid

Relation: http://ojs.kpfu.ru/index.php/ljm/article/downloadSuppFile/445/256; http://ojs.kpfu.ru/index.php/ljm/article/downloadSuppFile/445/257; http://ojs.kpfu.ru/index.php/ljm/article/downloadSuppFile/445/258; http://ojs.kpfu.ru/index.php/ljm/article/view/445

Dostupnost: http://ojs.kpfu.ru/index.php/ljm/article/view/445

Scalable Stochastic and Hybrid Methods and Algorithms for Extreme Scale Computing

Autoři: Vassil Alexandrov

Zdroj: Procedia Computer Science. 29:1888-1892

Témata: Monte Carlo methods and algorithms, Scalable Algorithms, Scalable Stochastic and Hybrid Mathematical Methods, 0211 other engineering and technologies, 02 engineering and technology, Extreme Scale Computing, 0101 mathematics, 01 natural sciences

Přístupová URL adresa: https://dblp.uni-trier.de/db/conf/iccS/iccS2014.html#Alexandrov14a
https://core.ac.uk/display/82642650
https://www.sciencedirect.com/science/article/pii/S1877050914003500
http://www.sciencedirect.com/science/article/pii/S1877050914003500