Research Output

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Conference article
2019

Comparing utility-based and network-based approaches in modeling customer preferences for engineering design

Sha, Z., Bi, Y., Wang, M., Stathopoulos, A., Contractor, N., Fu, Y. & Chen, W., Jan 1 2019, In : Proceedings of the International Conference on Engineering Design, ICED. 2019-August, p. 3831-3840 10 p.

Research output: Contribution to journalConference article

Open Access
1 Scopus citations

Deciding on Mars: The effects of isolation on autonomous team decision-making

DeChurch, L. A., Gokhman, I. A., Plummer, G., Vazquez, M., Bell, S. & Contractor, N. S., Jan 1 2019, In : Proceedings of the International Astronautical Congress, IAC. 2019-October, IAC-19_A1_1_6_x51272.

Research output: Contribution to journalConference article

2018

Contrastive learning from pairwise measurements

Chen, Y., Yang, Z., Xie, Y. & Wang, Z., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 10909-10918 10 p.

Research output: Contribution to journalConference article

Multi-agent reinforcement learning via double averaging primal-dual optimization

Wai, H. T., Yang, Z., Hong, M. & Wang, Z., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 9649-9660 12 p.

Research output: Contribution to journalConference article

5 Scopus citations

Provable Gaussian embedding with one observation

Yu, M., Yang, Z., Zhao, T., Kolar, M. & Wang, Z., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6764-6774 11 p.

Research output: Contribution to journalConference article

Team performance in space crews: Houston, we have a teamwork problem

Larson, L., Gokhman, I., Wojcik, H., DeChurch, L. A., Bell, S. & Contractor, N., Jan 1 2018, In : Proceedings of the International Astronautical Congress, IAC. 2018-October

Research output: Contribution to journalConference article

2017

Improving the expected improvement algorithm

Qin, C., Klabjan, D. & Russo, D., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5382-5392 11 p.

Research output: Contribution to journalConference article

6 Scopus citations

Learning non-Gaussian multi-index model via second-order Stein's method

Yang, Z., Balasubramanian, K., Wang, Z. & Liu, H., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 6098-6107 10 p.

Research output: Contribution to journalConference article

2 Scopus citations

Modeling product co-consideration relations: A comparative study of two network models

Sha, Z., Wang, M., Huang, Y., Contractor, N., Fu, Y. & Chen, W., Jan 1 2017, In : Proceedings of the International Conference on Engineering Design, ICED. 6, DS87-6, p. 317-326 10 p.

Research output: Contribution to journalConference article

4 Scopus citations

PATHOLOGY OF GENERATION PLANNING EVALUATION INDICES.

Hazen, G. B., Morin, T. L. & El-Abiad, A. H., Jan 1 2017, In : Proceedings of the Annual Reliability and Maintainability Symposium.

Research output: Contribution to journalConference article

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

4 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

18 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

Online ICA: Understanding global dynamics of nonconvex optimization via diffusion processes

Li, C. J., Wang, Z. & Liu, H., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 4967-4975 9 p.

Research output: Contribution to journalConference article

4 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

10 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
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
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
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
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

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
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
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
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