Education
2010 PhD, Operations Research, RUTCOR, Rutgers University
2004 MSc, Decisions and Operations Research, School of Management, Tel Aviv University
1998 BSc, with High Distinction (Magna Cum Laude), Computer Science, University of Toronto
1996 BBA (Honours Degree), Schulich School of Business, York University
Academic Appointments
2013-Present, Lecturer, Department of Management, Bar-Ilan University
Postroctoral Fellowships / Positions
2013 Carnegie Mellon University
2011-2012 Argonne National Laboratory
2009-2011 Technion – Israel Institute of Technology
ABOUT MY WORK
Optimization, resource allocation, applied and computational game theory, optimization in machine learning and data mining.
A FEW SELECTED DATA SCIENCE PUBLICATIONS
1. Tatyana Chernonog, Noam Goldberg. “On the Multi-Product Newsvendor with Bounded Demand Distributions”, International Journal of Production Economics, 203, pp. 38–47, 2018.
2. Noam Goldberg. “Nonzero-Sum Nonlinear Network Path Interdiction with Application to Inspection in Terror Networks”, Naval Research Logistics, 64 (2), 2017.
3. 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), pp. 2345–2353, 2017.
4. 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, pp. 218–229, 2017, DOI: http://dx.doi.org/10.1016/j.cor.2016.08.013.
5. Noam Goldberg, Shlomo Karhi. “Packing into Designated and Multipurpose Bins: A Theoretical Study and Application to the Cold Chain”, Omega, 71, pp. 85-92, 2017, DOI: http://dx.doi.org/10.1016/j.omega.2016.09.010.
RESEARCH PROJECTS
Optimization, resource allocation, applied and computational game theory, optimization in machine learning and data mining.