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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
7 Scopus citations

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

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
2 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Improving the expected improvement algorithm

Qin, C., Klabjan, D. & Russo, D. J., 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
4 Scopus citations

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

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

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

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

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

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

6 Scopus citations

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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