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1Report
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2
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3Report
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4Academic Journal
المؤلفون: Haber, Tom, Cornejo, Yvonne R., Aramburo, Soraya, Flores, Linda, Cao, Pengpeng, Liu, Alice, Mooney, Rachael, Gilchrist, Megan, Tirughana, Revathiswari, Nwokafor, Ugochi, Abidi, Wafa, Han, Ernest, Dellinger, Thanh, Wakabayashi, Mark T., Aboody, Karen S., Berlin, Jacob M.
المصدر: Proceedings of the National Academy of Sciences of the United States of America, 2020 Aug . 117(33), 19737-19745.
URL الوصول: https://www.jstor.org/stable/26968566
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5Report
المؤلفون: Melicher, Valdemar, Haber, Tom, Vanroose, Wim
المصدر: Computational Statistics, 2017. The final publication is available at Springer via http://dx.doi.org/10.1007/s00180-017-0765-8
مصطلحات موضوعية: Statistics - Methodology
URL الوصول: http://arxiv.org/abs/1606.04406
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6Report
المؤلفون: Arany, Adam, Simm, Jaak, Zakeri, Pooya, Haber, Tom, Wegner, Jörg K., Chupakhin, Vladimir, Ceulemans, Hugo, Moreau, Yves
مصطلحات موضوعية: Statistics - Machine Learning
URL الوصول: http://arxiv.org/abs/1512.00315
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7Report
المؤلفون: Simm, Jaak, Arany, Adam, Zakeri, Pooya, Haber, Tom, Wegner, Jörg K., Chupakhin, Vladimir, Ceulemans, Hugo, Moreau, Yves
مصطلحات موضوعية: Statistics - Machine Learning
URL الوصول: http://arxiv.org/abs/1509.04610
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8Conference
المؤلفون: NEMETH, Balazs, HABER, Tom, LIESENBORGS, Jori, LAMOTTE, Wim
المساهمون: Lamotte, Wim/0000-0003-1888-6383
مصطلحات موضوعية: Pharmacometrics, Monte Carlo sampling, Hamiltonian Monte Carlo, High-performance computing, Hierarchical models, Approximation, Importance sampling
وصف الملف: application/pdf
Relation: Lecture Notes in Computer Science; 11536; Rodrigues, João M. F.; Cardoso, Pedro J. S.; Monteiro, Jânio; Lam, Roberto; Lees, Michael H.; Dongarra, Jack J.; Sloot, Peter M.A. (Ed.). Computational Science – ICCS 2019 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part I, SPRINGER INTERNATIONAL PUBLISHING AG, p. 628 -641; http://hdl.handle.net/1942/33064; 641; 628; WOS:000589288200046
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9Report
المؤلفون: Cuypers, Tom, Oh, Se Baek, Haber, Tom, Bekaert, Philippe, Raskar, Ramesh
مصطلحات موضوعية: Computer Science - Graphics
URL الوصول: http://arxiv.org/abs/1101.5490
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10Book
المؤلفون: Nemeth, Balazs, Haber, Tom, Liesenborgs, Jori, Lamotte, Wim
المصدر: Lecture Notes in Computer Science ; Computational Science – ICCS 2020 ; page 161-174 ; ISSN 0302-9743 1611-3349 ; ISBN 9783030503703 9783030503710
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11Conference
المؤلفون: NEMETH, Balazs, HABER, Tom, LIESENBORGS, Jori, LAMOTTE, Wim
المساهمون: NEMETH, Balazs, HABER, Tom, LIESENBORGS, Jori, LAMOTTE, Wim
مصطلحات موضوعية: genetic algorithms, roulette wheel selection, sequential, Monte Carlo, HPC, message passing
وصف الملف: application/pdf
Relation: Lecture Notes in Computer Science; 10861; Shi, Yong; Fu, Haohuan; Tian, Yingjie; Krzhizhanovskaya, Valeria V.; Lees, Michael Harold; Dongarra, Jack; Sloot, Peter M. A. (Ed.). Computational Science – ICCS 2018, Springer,p. 799-805; http://hdl.handle.net/1942/26182; 805; 799
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12Conference
المؤلفون: Kovac, Thomas, Haber, Tom, Van Reeth, Frank, Hens, Niel
المصدر: 0302-9743 ; Lecture notes in computer science
مصطلحات موضوعية: Mathematics, Biology, Computer. Automation
Relation: info:eu-repo/semantics/altIdentifier/isi/000589293800035
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13Academic Journal
المصدر: ACS Applied Materials & Interfaces, 12(43), 48371-48379, (2020-10-28)
مصطلحات موضوعية: ovarian cancer, silica coating, up-converting nanoparticles, near-IR, guided surgery, tumor removal
Relation: https://doi.org/10.1021/acsami.0c14983; https://www.ncbi.nlm.nih.gov/pmc/PMC8557954; eprintid:106184
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14Conference
المؤلفون: Chakroun, Imen, Haber, Tom, Ashby, Thomas J.
مصطلحات موضوعية: SGD, sliding window, machine learning, SVM, logistic regression
وصف الملف: application/pdf
Relation: Procedia Computer Science; 108; info:eu-repo/grantAgreement/EC/H2020/671555; Koumoutsakos, Pedro; Lees, Michael; Krzhizhanovskaya, Valeria; Dongarra, Jack; Sloot, Peter M. A. (Ed.). International conference on computational science (ICCS 2017), Elsevier Science BV,p. 2318-2322; http://hdl.handle.net/1942/26396; 2322; 2318; 000404959000243
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15Conference
المؤلفون: Nemeth, Balazs, Haber, Tom, Ashby, Thomas J., Lamotte, Wim
مصطلحات موضوعية: operational intensity, MCMC, Bayesian logistic regression, HPC, Big Data
وصف الملف: application/pdf
Relation: Procedia Computer Science; @inproceedings{Amdahl:1967, author = {Amdahl, Gene M.}, title = {Validity of the Single Processor Approach to Achieving Large Scale Computing Capabilities}, booktitle = {Proc. of the April 18-20, 1967, Spring Joint Computer Conf.}, series = {AFIPS '67 (Spring)}, year = {1967}, location = {Atlantic City, New Jersey}, pages = {483--485}, numpages = {3}, url = {http://doi.acm.org/10.1145/1465482.1465560}, acmid = {1465560}, publisher = {ACM}, address = {New York, NY, USA}, } @article{Andrieu2003, title = {{An introduction to MCMC for machine learning}}, year = {2003}, journal = {Machine Learning}, author = {Andrieu, Christophe and De Freitas, Nando and Doucet, Arnaud and Jordan, Michael I.}, number = {1-2}, pages = {5--43}, volume = {50}, isbn = {08856125 (ISSN)}, issn = {08856125}, pmid = {178037200001}, arxivId = {1109.4435v1}, keywords = {MCMC, Markov chain Monte Carlo, Sampling, Stochastic algorithms} } @article{Calderhead2014, title = {{A general construction for parallelizing Metropolis-Hastings algorithms.}}, year = {2014}, journal = {Proc. of the National Academy of Sciences of the United States of America}, author = {Calderhead, Ben}, number = {49}, pages = {17408--13}, volume = {111}, url = {http://www.pnas.org/content/111/49/17408.abstract}, issn = {1091-6490}, pmid = {25422442}, keywords = {Bayesian inference, Hamiltonian dynamics, Markov chain Monte Carlo, parallel computation} } @article{Banterle2014, title = {{Accelerating Metropolis-Hastings algorithms: Delayed acceptance with prefetching}}, year = {2014}, journal = {arXiv}, author = {Banterle, Marco and Grazian, Clara and Robert, Christian P}, pages = {20}, url = {http://arxiv.org/abs/1406.2660}, arxivId = {1406.2660}, keywords = {acceptance probability, big data, higgs boson, jeffreys prior, large scale learning and, likelihood function, mcmc, mixtures of distributions} } @article{Korattikara2013, title = {{Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget}}, year = {2013}, journal = {Proc. of the 30th Int. Conf. on Machine Learning}, author = {Korattikara, Anoop and Chen, Yutian and Welling, Max}, pages = {1--23}, volume = {32}, url = {http://arxiv.org/abs/1304.5299}, isbn = {9781634393973}, arxivId = {1304.5299} } @article{Scott2016, title = {{Bayes and big data: the consensus Monte Carlo algorithm}}, year = {2016}, journal = {Int. Journal of Management Science and Engineering Management}, author = {Scott, Steven L. and Blocker, Alexander W. and Bonassi, Fernando V and Chipman, Hugh A and George, Edward I and McCulloch, Robert E.}, number = {2}, pages = {78--88}, volume = {11}, url = {http://www.rob-mcculloch.org/some_papers_and_talks/papers/working/consensus-mc.pdf}, issn = {1750-9653} } @book{Eijkhout2011, title = {{Introduction to High Performance Scientific Computing}}, year = {2011}, author = {Eijkhout, Victor}, pages = {446}, publisher = {lulu.com}, url = {http://www.tacc.utexas.edu/~eijkhout/istc/istc.html}, isbn = {978-1-257-99254-6}, keywords = {parallel computing} } @article{Robert2015, title = {{The Metropolis-Hastings algorithm}}, year = {2015}, author = {Robert, Christian P.}, number = {Mcmc}, pages = {1--15}, url = {http://arxiv.org/abs/1504.01896}, isbn = {9781118445112}, arxivId = {1504.01896}, keywords = {and phrases, bayesian inference, gibbs sampler, hamiltonian monte carlo, hastings algorithm, intractable density, langevin diffusion, markov chains, mcmc meth-, metropolis, ods} } @article{Zhao2015, title = {{Towards cost-effective and high-performance caching middleware for distributed systems}}, year = {2016}, journal = {Int. Journal of Big Data Intell.}, author = {Zhao, Dongfang and Qiao, Kan and Raicu, Ioan}, number = {2}, pages = {92}, volume = {3}, url = {http://www.inderscience.com/link.php?id=77358}, issn = {2053-1389}, keywords = {Heterogeneous Storage, Hy-brid File Systems, Index Terms—Distributed File Systems, SSD, User Level File Systems} } @article{He2014, author="Qiu, Junfei and Wu, Qihui and Ding, Guoru and Xu, Yuhua and Feng, Shuo", title="A survey of machine learning for big data processing", journal="EURASIP Journal on Advances in Signal Processing", year="2016", volume="2016", number="1", pages="67", abstract="There is no doubt that big data are now rapidly expanding in all science and engineering domains. While the potential of these massive data is undoubtedly significant, fully making sense of them requires new ways of thinking and novel learning techniques to address the various challenges. In this paper, we present a literature survey of the latest advances in researches on machine learning for big data processing. First, we review the machine learning techniques and highlight some promising learning methods in recent studies, such as representation learning, deep learning, distributed and parallel learning, transfer learning, active learning, and kernel-based learning. Next, we focus on the analysis and discussions about the challenges and possible solutions of machine learning for big data. Following that, we investigate the close connections of machine learning with signal processing techniques for big data processing. Finally, we outline several open issues and research trends.", issn="1687-6180", doi="10.1186/s13634-016-0355-x", url="http://dx.doi.org/10.1186/s13634-016-0355-x" } @article{McVoy1996, title = {{lmbench: Portable Tools for Performance Analysis}}, year = {1996}, journal = {Proc. of the USENIX Annual Technical Conf.}, author = {McVoy, Larry and Staelin, Carl}, number = {January} } @article{Williams2009, title = {{Roofline: an insightful visual performance model for multicore architectures}}, year = {2009}, journal = {Communications of the ACM}, author = {Williams, Samuel and Waterman, Andrew and Patterson, David}, number = {4}, pages = {65–76}, volume = {52}, url = {www.eecs.berkeley.edu/~waterman/papers/roofline.pdf}, isbn = {0001-0782}, issn = {0001-0782} } @article{Wulf1995, title = {{Hitting the memory wall: Implications of the Obvious}}, year = {1995}, journal = {ACM SIGARCH Computer Architecture News}, author = {Wulf, Wm. a. and McKee, Sally a.}, pages = {20--24}, volume = {23}, isbn = {0163-5964}, issn = {01635964} } @book{P.Murphy2012a, title = {{Machine Learning: A Probabilistic Perspective}}, year = {2012}, booktitle = {Machine Learning: A Probabilistic Perspective}, author = {P. Murphy, Kevin}, url = {https://mitpress.mit.edu/books/machine-learning-0}, isbn = {9780262306164} }; 108; info:eu-repo/grantAgreement/EC/H2020/671555; Procedia Computer Science, 108(C), p. 2348-2352 (Art N° 205); http://hdl.handle.net/1942/23913; 2352; C; 2348; 000404959000249; http://www.sciencedirect.com/science/article/pii/S1877050917305252
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16Conference
المؤلفون: Haber, Tom, Symons, Jessica, Dharmadhikari, Bhushan, Müller, Thomas, Thakkar, Dipti, Rodon, Jordi Ahnert, Gruber, Joshua, Telli, Melinda, Mita, Monica, Mita, Alain, Patel, Meera, Wang, Daniel, Kim, Joseph, Yadav, Shalini, Sharma, Padmanee, DiMascio, Leah, Rowinsky, Eric, Ingram, Piers, Boyd-Kirkup, Jerome
المصدر: Regular and Young Investigator Award Abstracts ; page A655-A655
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17Academic Journal
المؤلفون: Kovac, Thomas, Haber, Tom, Van Reeth, Frank, Hens, Niel
مصطلحات موضوعية: ODE, PDE, infectious diseases, epidemiology, SIR model, GPU, asynchronous, parallel, particle swarm optimization, heterogeneous computing
وصف الملف: application/pdf
Relation: info:eu-repo/grantAgreement/EC/H2020/682540; BMC bioinformatics, 19 (Art N° 101); http://hdl.handle.net/1942/25793; 19; 000427955800001
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18Conference
المؤلفون: Ancuti, Cosmin, Ancuti, Codruta Orniana, Haber, Tom, Bekaert, Philippe
المساهمون: Ancuti, Cosmin, Ancuti, Codruta Orniana, Haber, Tom, Bekaert, Philippe
وصف الملف: application/pdf
Relation: SIGGRAPH '11 ACM SIGGRAPH 2011 Posters, ACM, (Art N° 12884754); http://hdl.handle.net/1942/13913
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19Academic Journal
المؤلفون: Melicher, Valdemar, Haber, Tom, Vanroose, Wim
المصدر: 0943-4062 ; Computational statistics
مصطلحات موضوعية: Mathematics
وصف الملف: pdf
Relation: info:eu-repo/semantics/altIdentifier/isi/000413025300019
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20Academic Journal
المؤلفون: Ruan, Haowen, Haber, Tom, Liu, Yan, Brake, Joshua, Kim, Jinho, Berlin, Jacob M., Yang, Changhuei
المصدر: Optica, 4(11), 1337-1343, (2017-11-20)
Relation: https://doi.org/10.1364/OPTICA.4.001337; https://www.ncbi.nlm.nih.gov/pmc/PMC5881932; eprintid:83789