학술논문

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발행년	- (예 : 2010-2015)

Federated benchmarking of medical artificial intelligence with MedPerf

Academic Journal

Karargyris, A.; Mascagni, P.; Padoy, N.; Kassem, H.; Umeton, R.; Wuest, A.; Chowdhury, A.; Nalawade, S.; Rosenthal, J.; Puchala, S.R.; Ricciuti, B.; Samineni, S.; Sengupta, E.; Awad, M.M.; Rosenthal, M.; Loda, M.; Johnson, J.M.; Marchionni, L.; Guo, J.; Singh, A.; Sheller, M.J.; Narayana Moorthy, P.; Reina, G.A.; Shah, P.; Aristizabal, A.; George, J.; Dutta, D.; Pati, S.; Baid, U.; Bakas, S.; Zenk, M.; Kanter, D.; Mattson, P.; Xenochristou, M.; Chaudhari, A.; Coleman, C.; Beutel, D.J.; Lane, N.; Chung, V.; Bergquist, T.; Eddy, J.; Albrecht, J.; Abid, A.; Tunstall, L.; Sanseviero, O.; Wolf, T.; Dimitriadis, D.; Miller, G.; Qian, Y.; Xu, X.; Liu, Y.; Goh, R.S.M.; Fu, H.; Bala, S.; Nikolov, N.; Bittorf, V.; Desinghu, B.; Diamos, G.; Feddema, D.; Fursin, G.; Huang, X.; Kashyap, S.; Mallick, I.; Mehta, V.; Moraes, C.F.; Natarajan, V.; Pekhimenko, G.; Reddi, V.J.; Ribalta, P.; Xu, D.; Thiagarajan, J.J.; Yadav, P.; Talby, D.; Howard, J.P.

In: Nature Machine Intelligence. (Nature Machine Intelligence, July 2023, 5(7):799-810)

Web of Science JCR 저널정보 Scopus Find it@PNU

MLSoC™- An Overview

Conference

Dhruvanarayan, S.; Bittorf, V.

In: 2023 IEEE Hot Chips 35 Symposium, HCS 2023, 2023 IEEE Hot Chips 35 Symposium, HCS 2023. (2023 IEEE Hot Chips 35 Symposium, HCS 2023, 2023)

Full Text (IEEE) Scopus Find it@PNU

An asynchronous parallel stochastic coordinate descent algorithm

Academic Journal

Liu, J.; Wright, S.J.; Bittorf, V.; Sridhar, S.; Ré, C.

In: Journal of Machine Learning Research. (Journal of Machine Learning Research, 1 February 2015, 16:285-322)

Web of Science JCR 저널정보 Scopus Find it@PNU

Impala: A modern, open-source SQL engine for Hadoop

Conference

Kornacker, M.; Behm, A.; Bittorf, V.; Bobrovytsky, T.; Ching, C.; Choi, A.; Erickson, J.; Grund, M.; Hecht, D.; Jacobs, M.; Joshi, I.; Kuff, L.; Kumar, D.; Leblang, A.; Li, N.; Pandis, I.; Robinson, H.; Rorke, D.; Rus, S.; Russell, J.; Tsirogiannis, D.; Wanderman-Milne, S.; Yoder, M.

In: CIDR 2015 - 7th Biennial Conference on Innovative Data Systems Research, CIDR 2015 - 7th Biennial Conference on Innovative Data Systems Research. (CIDR 2015 - 7th Biennial Conference on Innovative Data Systems Research, 2015)

Scopus Find it@PNU

An asynchronous parallel stochastic coordinate descent algorithm

Conference

Liu, J.; Wright, S.J.; Bittorf, V.; Sridharf, S.; Ré, C.

In: 31st International Conference on Machine Learning, ICML 2014. (31st International Conference on Machine Learning, ICML 2014, 2014, 2:1840-1848)

Scopus Find it@PNU

Brainwash: A data system for feature engineering

Conference

Anderson, M.; Antenucci, D.; Burgess, M.; Cafarella, M.; Park, Y.; Bittorf, V.; Kumar, A.; Niu, F.; Ré, C.; Zhang, C.

In: CIDR 2013 - 6th Biennial Conference on Innovative Data Systems Research, CIDR 2013 - 6th Biennial Conference on Innovative Data Systems Research. (CIDR 2013 - 6th Biennial Conference on Innovative Data Systems Research, 2013)

Scopus Find it@PNU

An approximate, efficient solver for LP rounding

Conference

Sridhar, S.; Bittorf, V.; Liu, J.; Zhang, C.; Wright, S.J.; Ré, C.

In: Advances in Neural Information Processing Systems, Advances in Neural Information Processing Systems 26, NIPS 2013. (Advances in Neural Information Processing Systems, 2013)

Scopus Find it@PNU

Factoring nonnegative matrices with linear programs

Conference

Bittorf, V.; Recht, B.; Ré, C.; Tropp, J.A.

In: Advances in Neural Information Processing Systems, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. (Advances in Neural Information Processing Systems, 2012, 2:1214-1222)

Scopus Find it@PNU

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