Victoria Stodden

20042019
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Research Output 2004 2019

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Conference contribution
2019

Implementing computational reproducibility in the Whole Tale environment

Chard, K., Gaffney, N., Jones, M. B., Kowalik, K., Ludaescher, B., Nabrzyski, J., Stodden, V., Taylor, I., Turk, M. J. & Willis, C., Jun 17 2019, P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019. Association for Computing Machinery, Inc, p. 17-22 6 p. (P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transparency
Pipelines
Experiments

Initial thoughts on cybersecurity and reproducibility

Deelman, E., Stodden, V., Taufer, M. & Welch, V., Jun 17 2019, P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019. Association for Computing Machinery, Inc, p. 13-15 3 p. (P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer systems

Scientific tests and continuous integration strategies to enhance reproducibility in the scientific software context

Krafczyk, M., Shi, A., Bhaskar, A., Marinov, D. & Stodden, V., Jun 17 2019, P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019. Association for Computing Machinery, Inc, p. 23-28 6 p. (P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Software testing
Physics
Testing
Open source software
2018

AIM: AN ABSTRACTION for IMPROVING MACHINE LEARNING PREDICTION

Stodden, V., Wu, X. & Sochat, V., Aug 17 2018, 2018 IEEE Data Science Workshop, DSW 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 150-154 5 p. 8439914. (2018 IEEE Data Science Workshop, DSW 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Machine Learning
Prediction
Pipelines
prediction

Enabling the verification of computational results

Stodden, V., Krafczyk, M. S. & Bhaskar, A., Jun 11 2018, Proceedings of the 1st International Workshop on Practical Reproducible Evaluation of Computer Systems, P-RECS 2018. Association for Computing Machinery, Inc, 3. (Proceedings of the 1st International Workshop on Practical Reproducible Evaluation of Computer Systems, P-RECS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deposits
Physics
Availability
Specifications
2016

Making massive computational experiments painless

Monajemi, H., Donoho, D. L. & Stodden, V., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2368-2373 6 p. 7840870. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Program processors
Experiments
Cluster computing
Taxonomies
Design of experiments
2012

RunMyCode.org: A novel dissemination and collaboration platform for executing published computational results

Stodden, V., Hurlin, C. & Pérignon, C., Dec 1 2012, 2012 IEEE 8th International Conference on E-Science, e-Science 2012. 6404455. (2012 IEEE 8th International Conference on E-Science, e-Science 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Websites
Availability
2009

A global empirical evaluation of new communication technology use and democratic tendency

Stodden, V. & Meier, P., Dec 1 2009, 2009 International Conference on Information and Communication Technologies and Development, ICTD 2009 - Proceedings. p. 3-16 14 p. 5426719. (2009 International Conference on Information and Communication Technologies and Development, ICTD 2009 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Internet
Communication
Regression analysis
Time series
2006

Breakdown point of model selection when the number of variables exceeds the number of observations

Donoho, D. & Stodden, V., Dec 1 2006, International Joint Conference on Neural Networks 2006, IJCNN '06. p. 1916-1921 6 p. 1716344. (IEEE International Conference on Neural Networks - Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear regression
Recovery

Fast ℓ1 minimization for genomewide analysis of mRNA lengths

Drori, I., Stodden, V. & Hurowitz, E. H., 2006, 2006 IEEE International Workshop on Genomic Signal Processing and Statstics, GENSIPS 2006. p. 19-20 2 p. 4161756

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Messenger RNA
Genes
Gene
Complementary DNA
Nonnegative Solution
2004

When does non-negative matrix factorization give a correct decomposition into parts?

Donoho, D. & Stodden, V., Jan 1 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Decomposition
Cones
Sampling