Research Output

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Conference article
1974

RELIABILITY AND MAINTAINABILITY SYMPOSIUM, ANNUAL, PROCEEDINGS, 1974.

Kayton, M., MacGregor, D. S., Paul, F. A., Schick, G. J., Wolverton, R. W., Kelly, C. W., Barclay, S., Huston, R. L., Strauss, A. M., Thompson, C. W. N., Celinski, O., Maser, M., Coppola, A., Fishman, C. M. & Slovin, H. J., Jan 1 1974, In : Proceedings of the Annual Reliability and Maintainability Symposium.

Research output: Contribution to journalConference article

1977

Formulas for the variance of the sample mean in finite state Markov processes

Hazen, G. B., Alan, A. & Pritsker, B., Dec 5 1977, In : Proceedings - Winter Simulation Conference. 1, p. 168-174 7 p.

Research output: Contribution to journalConference article

1989
2 Scopus citations

Optimization using common random numbers, control variates and multiple comparisons with the best

Yang, W. N. & Nelson, B. L., Dec 1 1989, In : Winter Simulation Conference Proceedings. p. 444-449 6 p.

Research output: Contribution to journalConference article

3 Scopus citations
1991

Database structures for a class of mathematical programming models

Fourer, R. H., Jan 1 1991, In : Proceedings of the Annual Hawaii International Conference on System Sciences. 3, p. 306-316 11 p., 184158.

Research output: Contribution to journalConference article

3 Scopus citations
1994

Conceptual framework for simulation experiment design and analysis

Tao, Y. H. & Nelson, B. L., Dec 1 1994, In : Winter Simulation Conference Proceedings. p. 681-688 8 p.

Research output: Contribution to journalConference article

2 Scopus citations
1995

Some theoretical results on nonlinear principal components analysis

Malthouse, E. C., Mah, R. S. H. & Tamhane, A. C., Jan 1 1995, In : Proceedings of the American Control Conference. 1, p. 744-748 5 p.

Research output: Contribution to journalConference article

8 Scopus citations

Workflow and cooperative problem solving in civil infrastructure management

Jones, P. M., Contractor, N. S., O'Keefe, B. J., Lu, S. C. Y., Case, M., Lawrence, P. & Grobler, F., Dec 1 1995, In : Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. 5, p. 4575-4580 6 p.

Research output: Contribution to journalConference article

1 Scopus citations
1996

Hybrid simulation-queueing module for modeling UNIX I/O in performance analysis

Nelson, B. L., Keezer, W. S. & Schuppe, T. F., Dec 1 1996, In : Winter Simulation Conference Proceedings. p. 1238-1246 9 p.

Research output: Contribution to journalConference article

1 Scopus citations
1997

CITYSCAPE: Civil Infostructure Technology System for Collaborative Analysis, Prediction, and Evaluation

Jones, P. M., Chin, G., Lucenti, M., Kim, H. J., Stigberg, D., Sherman, G., Contractor, N. S., O'Keefe, B. J., Whitbred, R., Grobler, F., Case, M., Heckel, J., Lu, S. C. Y., Ganeshan, R. & Baskin, A., Dec 1 1997, In : Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. 3, p. 2223-2227 5 p.

Research output: Contribution to journalConference article

1 Scopus citations
2000

Ranking and selection for steady-state simulation

Goldsman, D., Marshall, W. S., Kim, S. H. & Nelson, B. L., Dec 1 2000, In : Winter Simulation Conference Proceedings. 1, p. 544-553 10 p.

Research output: Contribution to journalConference article

8 Scopus citations
2001

Geometric optimization of radiative enclosures through non-linear programming

Daun, K. J., Howell, J. R. & Morton, D. P., Dec 1 2001, In : American Society of Mechanical Engineers, Heat Transfer Division, (Publication) HTD. 369, 5, p. 227-236 10 p.

Research output: Contribution to journalConference article

Modeling and generating multivariate time series with arbitrary marginals and autocorrelation structures

Deler, B. & Nelson, B. L., Dec 1 2001, In : Winter Simulation Conference Proceedings. 1, p. 275-282 8 p.

Research output: Contribution to journalConference article

9 Scopus citations

Simulation in financial engineering

Staum, J., Dec 1 2001, In : Winter Simulation Conference Proceedings. 1, p. 123-133 11 p.

Research output: Contribution to journalConference article

1 Scopus citations

Statistical selection of the best system

Goldsman, D. & Nelson, B. L., Dec 1 2001, In : Winter Simulation Conference Proceedings. 1, p. 139-146 8 p.

Research output: Contribution to journalConference article

13 Scopus citations
2002
7 Scopus citations

Answers to the top ten input modeling questions

Biller, B. & Nelson, B. L., Dec 1 2002, In : Winter Simulation Conference Proceedings. 1, p. 35-40 6 p.

Research output: Contribution to journalConference article

17 Scopus citations

Parameter estimation for ARTA processes

Biller, B. & Nelson, B. L., Dec 1 2002, In : Winter Simulation Conference Proceedings. 1, p. 255-262 8 p.

Research output: Contribution to journalConference article

4 Scopus citations

Simulation in financial engineering

Staum, J., Dec 1 2002, In : Winter Simulation Conference Proceedings. 2, p. 1481-1492 12 p.

Research output: Contribution to journalConference article

8 Scopus citations
2003

An indifference-zone selection procedure with minimum switching and sequential sampling

Hong, L. J. & Nelson, B. L., Dec 1 2003, In : Winter Simulation Conference Proceedings. 1, p. 474-480 7 p.

Research output: Contribution to journalConference article

1 Scopus citations

Controlled sequential bifurcation: A new factor-screening method for discrete-event simulation

Wan, H., Ankenman, B. E. & Nelson, B. L., Dec 1 2003, In : Winter Simulation Conference Proceedings. 1, p. 565-573 9 p.

Research output: Contribution to journalConference article

10 Scopus citations

Efficient simulations for option pricing

Staum, J. C., Dec 1 2003, In : Winter Simulation Conference Proceedings. 1, p. 258-266 9 p.

Research output: Contribution to journalConference article

2 Scopus citations

Optimization of industrial processes involving radiant heating, through non-linear programming

Daun, K. J., Howell, J. R. & Morton, D. P., Jan 1 2003, In : American Society of Mechanical Engineers, Heat Transfer Division, (Publication) HTD. 374, 2, p. 437-446 10 p.

Research output: Contribution to journalConference article

Panel session: The future of the winter simulation conference

Brunner, D. T., Ingalls, R. G., Nelson, B. L., Henriksen, J. O., Manivannan, M. S. & Schiess, C., Dec 1 2003, In : Winter Simulation Conference Proceedings. 2, p. 2011-2018 8 p.

Research output: Contribution to journalConference article

Student participation in field research project choice and evaluation

Thompson, C. W. N., Dec 1 2003, In : ASEE Annual Conference Proceedings. p. 12851-12859 9 p.

Research output: Contribution to journalConference article

1 Scopus citations

Work reduction in financial simulations

Staum, J., Ehrlichman, S. & Lesnevski, V., Dec 1 2003, In : Winter Simulation Conference Proceedings. 1, p. 310-318 9 p.

Research output: Contribution to journalConference article

2 Scopus citations
2004

Nonlinear regression fits for simulated cycle time vs. throughput curves for semiconductor manufacturing

Johnson, R. T., Yang, F., Ankenman, B. E. & Nelson, B. L., Dec 1 2004, In : Proceedings - Winter Simulation Conference. 2, p. 1951-1954 4 p.

Research output: Contribution to journalConference article

7 Scopus citations

Simulation of coherent risk measures

Lesnevski, V., Nelson, B. L. & Staum, J. C., Dec 1 2004, In : Proceedings - Winter Simulation Conference. 2, p. 1579-1584 6 p.

Research output: Contribution to journalConference article

3 Scopus citations
2006
4 Scopus citations

Question answering experiments and resources

Katz, B., Marton, G., Felshin, S., Loreto, D., Lu, B., Mora, F., Uzuner, O., McGraw-Herdeg, M., Cheung, N., Luo, Y., Radul, A., Shen, Y. & Zaccak, G., Dec 1 2006, In : NIST Special Publication.

Research output: Contribution to journalConference article

2009

Structural damage detection in a sandwich honeycomb composite rotor blade material using three-dimensional laser velocity measurements

Underwood, S., Adams, D., Koester, D., Plumlee, M. & Zwink, B., Nov 4 2009, In : Annual Forum Proceedings - AHS International. 3, p. 2687-2696 10 p.

Research output: Contribution to journalConference article

3 Scopus citations
2011

Models for relief routing: Equity, efficiency and efficacy

Huang, M., Smilowitz, K. & Balcik, B., Jan 1 2011, In : Procedia - Social and Behavioral Sciences. 17, p. 416-437 22 p.

Research output: Contribution to journalConference article

7 Scopus citations
2013

CASA grande uncertainty propagation framework for risk-informed closure of GSI-191

Letellier, B., Kee, E. & Morton, D., Jan 1 2013, In : Transactions of the American Nuclear Society. 109, PART 2, p. 1911-1913 3 p.

Research output: Contribution to journalConference article

1 Scopus citations

Modeling loss of coolant accident frequencies and break sizes

Morton, D. P., Pan, Y. A. & Tejada, J. J., Jan 1 2013, In : Transactions of the American Nuclear Society. 109, PART 2, p. 1921-1923 3 p.

Research output: Contribution to journalConference article

On branching rules for convex mixed-integer nonlinear optimization

Bonami, P., Lee, J., Leyffer, S. & Wachter, A., Jan 1 2013, In : ACM Journal of Experimental Algorithmics. 18, 2532568.

Research output: Contribution to journalConference article

5 Scopus citations

Sparse principal component analysis for high dimensional multivariate time series

Wang, Z., Han, F. & Liu, H., Jan 1 2013, In : Journal of Machine Learning Research. 31, p. 48-56 9 p.

Research output: Contribution to journalConference article

3 Scopus citations
2014

Sparse PCA with oracle property

Gu, Q., Wang, Z. & Liu, H., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1529-1537 9 p.

Research output: Contribution to journalConference article

12 Scopus citations

Stochastic parameterization to represent variability and ex

Langan, R., Archibald, R., Plumlee, M., Mahajan, S., Ricciuto, D., Yang, C., Mei, R., Mao, J., Shi, X. & Fu, J. S., Jan 1 2014, In : Procedia Computer Science. 29, p. 1146-1155 10 p.

Research output: Contribution to journalConference article

1 Scopus citations

Tighten after relax: Minimax-optimal sparse PCA in polynomial time

Wang, Z., Lu, H. & Liu, H., Jan 1 2014, In : Advances in Neural Information Processing Systems. 4, January, p. 3383-3391 9 p.

Research output: Contribution to journalConference article

12 Scopus citations
2015

A nonconvex optimization framework for low rank matrix estimation

Zhao, T., Wang, Z. & Liu, H., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 559-567 9 p.

Research output: Contribution to journalConference article

53 Scopus citations

High dimensional EM algorithm: Statistical optimization and asymptotic normality?

Wang, Z., Gu, Q., Ning, Y. & Liu, H., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 2521-2529 9 p.

Research output: Contribution to journalConference article

12 Scopus citations

Non-convex statistical optimization for sparse tensor graphical model

Sun, W., Wang, Z., Liu, H. & Cheng, G., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 1081-1089 9 p.

Research output: Contribution to journalConference article

5 Scopus citations

Optimal linear estimation under unknown nonlinear transform

Yi, X., Wang, Z., Caramanis, C. & Liu, H., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 1549-1557 9 p.

Research output: Contribution to journalConference article

12 Scopus citations
2016

Agnostic estimation for misspecified phase retrieval models

Neykov, M., Wang, Z. & Liu, H., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 4096-4104 9 p.

Research output: Contribution to journalConference article

5 Scopus citations

A multi-batch L-BFGS method for machine learning

Berahas, A. S., Nocedal, J. & Takáč, M., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1063-1071 9 p.

Research output: Contribution to journalConference article

19 Scopus citations

A network approach for understanding and analyzing product co-consideration relations in engineering design

Wang, M., Huang, Y., Contractor, N., Fu, Y. & Chen, W., Jan 1 2016, In : Proceedings of International Design Conference, DESIGN. DS 84, p. 1965-1976 12 p.

Research output: Contribution to journalConference article

7 Scopus citations

Blind attacks on machine learners

Beatson, A., Wang, Z. & Liu, H., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 2405-2413 9 p.

Research output: Contribution to journalConference article

1 Scopus citations

More supervision, less computation: Statistical-computational tradeoffs in weakly supervised learning

Yi, X., Wang, Z., Yang, Z., Caramanis, C. & Liu, H., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 4482-4490 9 p.

Research output: Contribution to journalConference article

NESTT: A nonconvex primal-dual splitting method for distributed and stochastic optimization

Hajinezhad, D., Hong, M., Zhao, T. & Wang, Z., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 3215-3223 9 p.

Research output: Contribution to journalConference article

17 Scopus citations