Publications

Journal Publications

1. Noam Goldberg, Mark P Langer, Shimrit Shtern. "Robust Radiotherapy Planning with Spatially Based Uncertainty Sets", IISE Transactions, Accepted, 2024.

2. Noam Goldberg, Isaac Meilijson, Yael Perlman. “Dynamic history-dependent tax and environmental compliance monitoring of risk-averse firms”, Annals of Operations Research, 334, 2024.

3. Marin Bougeret, György Dósa, Noam Goldberg, Michael Poss. "Constant-ratio approximation for robust bin packing with budgeted uncertainty", SIAM Journal on Discrete Mathematics, 36 (4), 2022.

4. Noam Goldberg, Michael Poss. "Linearized formulations for failure aware barter exchange", Optimization Letters, 16 (4), 2022.

5. Noam Goldberg, Steffen Rebenack, Youngdae Kim, Vitaliy Krasko, Sven Leyffer. "MINLP Formulations for Continuous Piecewise Linear Function Fitting", Computational Optimization and Applications, 79, 2021.

6. Noam Goldberg, Michael Poss. “Maximum Probabilistic All-or-Nothing Paths", European Journal of Operational Research, 283 (1), 2020.

7. Noam Goldberg, Gabor Rudolf. “On the Complexity and Approximation of the Maximum Expected Value All-or-Nothing Subset”, Discrete Applied Mathematics, 283 (15), 2020.

8. Noam Goldberg, Shlomo Karhi. "Online Packing of Arbitrary Sized Items into Designated and Multipurpose Bins", European Journal of Operational Research, 279 (1), 2019.

9. Jonathan Eckstein, Ai Kawaga, Noam Goldberg. "REPR: Rule-Enhanced Penalized Regression", INFORMS Journal on Optimization,  1 (2), 2019.

10. Yael Deutsch, Noam Goldberg, Yael Perlman. "Incorporating Monitoring Technology and On-site Inspections into an n-Person Inspection Game", European Journal of Operational Research,  274 (2), 2019.

11. Tatyana Chernonog, Noam Goldberg. "On the Multi-Product Newsvendor with Bounded Demand Distributions", International Journal of Production Economics, 203, 2018.

12. Noam Goldberg. "Nonzero-Sum Nonlinear Network Path Interdiction with Application to Inspection in Terror Networks", Naval Research Logistics, 64 (2), 2017.

13. Hyun-Seob Song, Noam Goldberg, Ashutosh Mahajan, Doraiswami Ramkrishna. "Sequential Computation of Elementary Modes and Minimal Cut Sets in Genome-scale Metabolic Networks Using Alternate Integer Linear Programming". Bioinformatics, 33 (15), 2017.

14. Boaz Golany, Noam Goldberg, Uriel G. Rothblum. "A Two-Resource Allocation Algorithm with an Application to Large-Scale Zero-Sum Defensive  Games", Computers and Operations Research, 78, 2017, DOI: http://dx.doi.org/10.1016/j.cor.2016.08.013.

15. Noam Goldberg, Shlomo Karhi. "Packing into Designated and Multipurpose Bins: A Theoretical Study and Application to the Cold Chain", Omega, 71, 2017, DOI: http://dx.doi.org/10.1016/j.omega.2016.09.010.

16. Noam Goldberg, Sven Leyffer. "An Active Set Method for Second-order Conic Constrained Quadratic Programming", SIAM Journal on Optimization, 25 (3), 2015. DOI:  http://dx.doi.org/10.1137/140958025.

17. Noam Goldberg, Sven Leyffer, Ilya Safro. "Optimal Response to Epidemics and Cyber Attacks in Networks", Networks,  66(2), 2015. DOI: 10.1002/net.21619.

18. Noam Goldberg, Youngdae Kim, Sven Leyffer, Thomas Veselka. “Adaptively Refined Dynamic Program for Linear Spline Regression”, Computational Optimization and Applications 58 (3), 2014, DOI: 10.1007/s10589-014-9647-y.

19. Yael Deutcsh, Boaz Golany, Noam Goldberg, Uriel G. Rothblum, “Inspection Games with Local and Global Allocation Bounds“, Naval Research Logistics 60 (2), 2013, DOI: 10.1002/nav.21524.

20. Boaz Golany, Noam Goldberg, Uriel G. Rothblum. “Allocating Multiple Defensive Resources in a Zero-sum Setting”, Annals of Operations Research, 225 (1), 2015, DOI: 10.1007/s10479-012-1196-0.

21. Jonathan Eckstein, Noam Goldberg. “An Improved Branch-and-Bound Method for Maximum Monomial Agreement”. INFORMS Journal on Computing 24 (2), 2012, DOI: 10.1287/ijoc.1110.0459.

22. Noam Goldberg, Jonathan Eckstein. “Sparse Weighted Voting Classifier Selection and its Linear Programming Relaxations”. Information Processing Letters 112, 2012, DOI: 10.1016/j.ipl.2012.03.004.

23. Endre Boros, Noam Goldberg, Paul Kantor, Jonathan Word. “Optimal Sequential Inspection Policies”. Annals of Operations Research 187 (1), 2011, DOI: 10.1007/s10479-010-0799-6.

Conference Proceedings

1. Aniket Basu Roy, Marin Bougeret, Noam Goldberg, Michael Poss. "Approximating the robust bin packing with budgeted uncertainty", Algorithms and Data Structures - 16th International Symposium, WADS 2019, Edmonton, AB, Canada, August 5-7, 2019, Proceedings. Lecture Notes in Computer Science 11646, Springer 2019.

2. Yacine Al Najjar, Noam Goldberg, Shlomo Karhi, Michael Poss. "Robust Two-Stage Packing into Designated and Multipurpose Bins",IFAC-PapersOnLine, 52 (13), 2019, pp. 397-402, ISSN 2405-8963, https://doi.org/10.1016/j.ifacol.2019.11.157.

3. Noam Goldberg, Ishy Zagdoun. "Sparsity and Performance Enhanced Markowitz Portfolios Using Second-Order Cone Programming",  In: Le Thi H., Le H., Pham Dinh T. (eds) Optimization of Complex Systems: Theory, Models, Algorithms and Applications, WCGO 2019, Advances in Intelligent Systems and Computing, 991, Springer, Cham.

4. Jonathan Eckstein, Noam Goldberg, Ai Kawaga, "Rule-Enhanced Penalized Regression by Column Generation using Rectangular Maximum Agreement", the 34th International Conference of Machine Learning (ICML), 2017.

5. Noam Goldberg, Sven Leyfer, Todd Munson. “A new perspective on sparse SVM”. Proceedings of the SIAM International Conference on Data Mining (SDM) 2013, Philadelphia, pp. 450-457. 

6. Ossama Younis, Andrei Ghetie, Noam Goldberg, Sunil Samtani, Maneesh Vaarshney, Mitesh Patel. “A Framework for Evaluating Network Optimization Techniques”. In proceedings of IEEE Sarnoff Symposium, 2012.

7. Noam Goldberg and Jonathan Eckstein. “Boosting Classifiers with Tightened L0-Relaxation Penalties”. Proceedings of the 27th International Conference of Machine Learning (ICML), Omnipress, Madison, WI, pp. 383-390, 2010. 

8. Noam Goldberg, Eric van den Berg, Provin Gurung, Sunil Samtani, Aristides Staikos. “Local Unicast Routing Agent”. Proceedings of IEEE Military Communications, IEEE, Piscataway, NJ, pp. 1-7, 2009.

9. Noam Goldberg, Chung-chieh Shan. “Boosting Optimal Logical Patterns Using Noisy Data”. Proceedings of the SIAM International Conference on Data Mining, SIAM, Philadelphia, pp. 228-236, 2007. 

Patents

1. Eitan Yehuda and Noam Goldberg. US Patent #20050185643: “Fast Rerouting of Traffic in a Circuit Switched Mesh Network”. Assignee ECI Telecom Ltd. 

2. Noam Goldberg, Idan Kaspit and Igor Balter. US Patent #7,551,571: “Technology for Improving Spanning Tree Protocols in Ethernet Networks Supporting VLANs”. Assignee ECI Telecom Ltd.