Northwestern University

  • United States

Research Output 1948 2020

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2018

Accelerating Nonconvex Learning via Replica Exchange Langevin Diffusion

Chen, Y., Chen, J., Dong, J., Jiang, P. & Wang, Z., 2018

Research output: Book/ReportOther report

replicas
learning
tradeoffs
exploitation
escape

A Theoretical Analysis of Deep Q-Learning

Yang, Z., Xie, Y. & Wang, Z., 2018

Research output: Book/ReportOther report

On the Path to Becoming a Teacher: The Landscape of Student Teaching in Chicago Public Schools

Gordon, M. F., Jiang, J. Y., Matsko, K. K., Ronfeldt, M., Greene Nolan, H. L. & Reininger, M., Aug 2018, Consortium on Chicago School Research.

Research output: Book/ReportOther report

Teaching
teacher
school
student
2017
Trust Region Algorithm
Derivative-free
Importance Sampling
Convolution
Regression Model

Chicago Red Light Camera Enforcement: Best Practices and Program Road Map

Mahmassani, H. S., Schofer, J. L., Johnson, B. L., Verbas, I. Ö., Elfar, A., Mittal, A. & Ostojic, M., Mar 17 2017, 104 p.

Research output: Book/ReportOther report

Cameras
Telecommunication traffic

Future Considerations for Instrumentation and Measurement on the American National Election Studies

Druckman, J. N., Iyengar, S., Michelson, M. R., Nicholson, S. P., Stevenson, R. & Tucker, J., Jun 2017

Research output: Book/ReportOther report

election research
Intelligentsia
Doctrine
Teaching
Leo Tolstoy
Anton Chekhov

Sample Average Approximation with Adaptive Importance Sampling

Waechter, A., Staum, J. C., Maggiar, A. & Feng, M., 2017, 13 p.

Research output: Book/ReportOther report

Sample Average Approximation
Adaptive Sampling
Importance Sampling
Uniform Law of Large numbers
Online Optimization
2016

A Sequential Algorithm for Solving Nonlinear Optimization Problems with Chance Constraints

Curtis, F. E., Waechter, A. & Zavala, V. M., 2016, Unknown Publisher.

Research output: Book/ReportOther report

Chance Constraints
Sequential Algorithm
Nonlinear Optimization
Nonlinear Problem
Optimization Problem
Nonlinear programming
Metal casting
Energy efficiency
Managers
Costs
Energy utilization

Menus of Change: The Business of Healthy, Sustainable, Delicious Food Choices

Bakker, M., Brown, M., Clark, S. B., Consler, C., Dimitri, C., Eisenberg, D. M., Gardner, C. D., Gould, D., Harter, T., Heller, M., Hogue, C., Hu, F., Kennedy, E., Lawrence, R., Ludwig, D. S., Markman, E., Mehta, J., Montell, E., Ratcliffe, M. M., Running, S. W. & 3 others, Tlusty, M., Walker JR, F. R. & Wilde, P., 2016, The Menus of Change Scientific and Technical Advisory Council. 59 p.

Research output: Book/ReportOther report

Food choice
Menu
Industry
Sponsor
And supply chain management

On the bias and inconsistency of K-means clustering

Jin, C. & Malthouse, E. C., 2016

Research output: Book/ReportOther report

Pushing Software Events to the Hardware Limit

Hale, K. & Dinda, P. A., Mar 2016, Northwestern University. 14 p.

Research output: Book/ReportOther report

Hardware
Servers
Controllers
Processing
politics
political science
social status
ethnicity
party politics

United States Data Center Energy Usage Report

Shehabi, A., Smith, S., Sartor, D., Brown, R., Herrlin, M., Koomey, J., Masanet, E. R., Horner, N., Azevedo, I. & Lintner, W., 2016, Lawrence Berkeley National Laboratory, Berkeley, California. 65 p.

Research output: Book/ReportOther report

energy
2015

Measuring Web Servers’ Popularity from an Endpoint

Su, A. J. & Kuzmanovic, A., Oct 2015, Northwestern University. 15 p.

Research output: Book/ReportOther report

Web services
Servers
Internet

Menus of Change: The Business of Healthy, Sustainable, Delicious Food Choices

Bakker, M., Clark, S. B., Dimitri, C., Eisenberg, D. M., Foster, R., Gardner, C. D., Harter, T., Heller, M., Hu, F., Lawrence, R., Ludwig, D. S., Markman, E., Mehta, J., Montell, E., Running, S. W., Truitt, P., Tlusty, M., Walker JR, F. R. & Wilde, P., 2015, The Menus of Change Scientific and Technical Advisory Council. 59 p.

Research output: Book/ReportOther report

Food choice
Menu
Industry
Sponsor
And supply chain management

On Solving General Two-Stage Stochastic Programs

Bansal, M. & Mehrotra, S., 2015, Unknown Publisher.

Research output: Book/ReportOther report

Rolling horizon formulations for short-to-medium term production planning

Guimaraes, L., Klabjan, D. & Almada-Lobo, B., 2015, 27 p.

Research output: Book/ReportOther report

Planning
Beverages
Costs
Industry
Iterative methods

Towards Application-Level Multi-Homing

Wang, Y., Wu, H., Zhang, H., Li, Y. & Kuzmanovic, A., 2015, Northwestern University. 15 p.

Research output: Book/ReportOther report

Network performance
Throughput
Internet

Uniform convergence of sample average approximation with adaptive importance sampling

Staum, J. C., Waechter, A., Maggiar, A. & Feng, M., 2015, Unknown Publisher.

Research output: Book/ReportOther report

Sample Average Approximation
Adaptive Sampling
Importance Sampling
Uniform convergence
Strong law of large numbers

Approximate Dynamic Programming Based Approaches for Green Supply Chain Design

Geng, Y. & Klabjan, D., 2014, 39 p.

Research output: Book/ReportOther report

Dynamic programming
Supply chains
Logistics
Carbon footprint
Integer programming
Electrical engineering
Photonics
Computer science
Lasers
22 Citations (Scopus)
household survey
assault
rape
incidence
justice

Freight Consolidation on a Single Lane

Geng, Y. & Klabjan, D., 2014, 37 p.

Research output: Book/ReportOther report

Consolidation
Trucks
Costs

LaC: Integrating Laser Control in a Photonic Interconnect

Demir, Y. & Hardavellas, N., Apr 2014

Research output: Book/ReportOther report

electrical engineering
photonics
lasers

Menus of Change: The Business of Healthy, Sustainable, Delicious Food Choices

Appel, L. J., Bakker, M., Cheung, L., Clark, S. B., Consler, C., Eisenberg, D. M., Gardner, C. D., Hu, F., Izumi, B., Kennedy, E., Lawrence, R., Ludwig, D. S., Truitt, P., Tlusty, M. & Walker JR, F. R., 2014, The Menus of Change Scientific and Technical Advisory Council. 55 p.

Research output: Book/ReportOther report

Food choice
Menu
Industry
Sponsor
And supply chain management

Parsing "Arab Spring"

Abusharif, I. N., Mar 15 2014, Northwestern University in Qatar.

Research output: Book/ReportOther report

English language
Arab Spring

Pathogens in Urban Stormwater Systems

Packman, A., Aug 2014, UWRRC Technical Committee Report.

Research output: Book/ReportOther report

stormwater
pathogen
bacterium
water resource
health risk
2013
Audiology
Aptitude
Neurosciences
Hearing
Neurobiology

Air Cargo Allotment Planning

Seng Pun, C. & Klabjan, D., 2013, 25 p.

Research output: Book/ReportOther report

Planning
Air

Ambient Noise Analysis for Constraining Upper Lithospheric Structure Beneath Eastern Asia

Michael, W., van der Lee, S., Kang, T. S. & Chang, S. J., 2013, Unknown Publisher.

Research output: Book/ReportOther report

Analysis of Network and Non-Network Factors on Traveler Choice: Towards Improving Modeling Accuracy for Better Transportation Decision-Making: Office of Operations, Federal Highway Administration

Mahmassani, H. S., Frei, C., Frei, A., Story, A., Lem, L., Talebpour, A., Chen, Y., Zockaie, A., Saberi, M., Halat, H. & Haas, R., 2013, U.S. Department of Transportation.

Research output: Book/ReportOther report

Clearview Font in Illinois: Assessing IDOT Experiences and Needs

Frei, C., Saberi, M. & Mahmassani, H. S., 2013, Illinois Center for Transportation.

Research output: Book/ReportOther report

Galaxy: A High-­Performance Energy-Efficient Multi-Chip Architecture Using Photonic Interconnects

Demir, Y., Pan, Y., Song, S., Hardavellas, N., Kim, J. & Memik, G., Jul 2013, Unknown Publisher.

Research output: Book/ReportOther report

Guarded Execution of Privileged Code in the Guest

Dinda, P. A. & Hale, K., Apr 2013, Unknown Publisher.

Research output: Book/ReportOther report

How Much Protection Does a College Degree Afford? The Impact of the Recession on Recent College Graduates

Red Bird, B. J. O. O., Grusky, D., Rodriguez, N. & Wimer, C. E., 2013, Pew Charitable Trusts. 32 p.

Research output: Book/ReportOther report

recession
graduate
economics