Northwestern University

2023

Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles

Jude, J., Perich, M. G., Miller, L. E. & Hennig, M. H., 2023, In: Proceedings of Machine Learning Research. 197, p. 234-257 24 p.

Research output: Contribution to journal › Conference article › peer-review

Computed Tomography of Sand Subjected to Heating: Analysis of Particle Displacements

Pan, Y., Seo, D., Rivers, M., Buscarnera, G. & Rotta Loria, A. F., 2023, In: Geotechnical Special Publication. 2023-March, GSP 340, p. 435-444 10 p.

Research output: Contribution to journal › Conference article › peer-review

Designing, Codifying, and Implementing Social Justice Content in a Required Course on Engineering and Research Skills for First-Year Graduate Students

Chintam, K., Prybutok, A. N., Deberghes, A., DiBiase, B., Li, R., Richards, J., Seitz, L. & Cole, J. L., Jun 25 2023, In: ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journal › Conference article › peer-review

Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models via Reinforcement Learning

Xu, R., Min, Y., Wang, T., Wang, Z., Jordan, M. I. & Yang, Z., 2023, In: Proceedings of Machine Learning Research. 206, p. 375-407 33 p.

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Graph Neural Network for Object Reconstruction in Liquid Argon Time Projection Chambers

Gumpula, K., Koloskov, N., Grzenda, D., Hewes, V., Aurisano, A., Cerati, G., Day, A., Kowalkowski, J., Lee, C., Wang, K., Liao, W., Spiropulu, M., Agrawal, A., Vlimant, J., Gray, L., Klijnsma, T., Calafiura, P., Conlon, S., Farrell, S., Ju, X., & 1 othersMurnane, D., 2023, In: Journal of Physics: Conference Series. 2438, 1, 012091.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Important and Difficult Topics in CS2: An Expert Consensus via Delphi Study

Wittie, L., Kurdia, A., Huggard, M. & Nguyen, N., Jun 25 2023, In: ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journal › Conference article › peer-review

My Vowels Matter: Formant Automation Tools for Diverse Child Speech

Valentine, H., MacAuslan, J., Grigos, M. & Speights, M., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 674-675 2 p.

Research output: Contribution to journal › Conference article › peer-review

Non-Strategic Econometrics (for Initial Play)

Chui, D., Hartline, J. & Wright, J. R., 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 634-642 9 p.

Research output: Contribution to journal › Conference article › peer-review

Optimal Scoring Rules for Multi-dimensional Effort

Hartline, J. D., Shan, L., Li, Y. & Wu, Y., 2023, In: Proceedings of Machine Learning Research. 195, p. 2624-2650 27 p.

Research output: Contribution to journal › Conference article › peer-review

Pareto Regret Analyses in Multi-objective Multi-armed Bandit

Xu, M. & Klabjan, D., 2023, In: Proceedings of Machine Learning Research. 202, p. 38499-38517 19 p.

Research output: Contribution to journal › Conference article › peer-review

Quantifying factors that affect polygenic risk score performance across diverse ancestries and age groups for body mass index

Hui, D., Xiao, B., Dikilitas, O., Freimuth, R. R., Irvin, M. R., Jarvik, G. P., Kottyan, L., Kullo, I., Limdi, N. A., Liu, C., Luo, Y., Namjou, B., Puckelwartz, M. J., Schaid, D., Tiwari, H., Wei, W. Q., Verma, S., Kim, D. & Ritchie, M. D., 2023, In: Pacific Symposium on Biocomputing. 2023, p. 437-448 12 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

1 Scopus citations

Supporting Empathy Engagement throughout the Design Thinking Process

Brichacek, K., Brown, O. & Pigozzi, L. M., Jun 25 2023, In: ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journal › Conference article › peer-review

The Role of Global and Local Ancestry on Clopidogrel Response in African Americans

Yang, G., Alarcon, C., Friedman, P., Gong, L., Klein, T., Obrien, T., Nutescu, E. A., Tuck, M., Meltzer, D. & Perera, M. A., 2023, In: Pacific Symposium on Biocomputing. 2023, p. 221-232 12 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

1 Scopus citations

Work in Progress: Can In-Class Peer Reviews of Written Assignments Improve Problem Solving and Scientific Writing in a Standard-Based, Sophomore Laboratory Course?

Ankeny, C. J., Gentry, K., O'Neill, D. P. & Eshun, P., Jun 25 2023, In: ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journal › Conference article › peer-review

ZKSQL: Verifiable and Efiicient Query Evaluation with Zero-Knowledge Proofs

Li, X., Weng, C., Xu, Y., Wang, X. & Rogers, J., 2023, In: Proceedings of the VLDB Endowment. 16, 8, p. 1804-1816 13 p.

Research output: Contribution to journal › Conference article › peer-review

2022

A Benchmark for Text Classification in News Recommendations

Li, X. & Malthouse, E. C., 2022, In: CEUR Workshop Proceedings. 3411, p. 28-37 10 p.

Research output: Contribution to journal › Conference article › peer-review

Adaptive Model Design for Markov Decision Process

Chen, S., Yang, D., Li, J., Wang, S., Yang, Z. & Wang, Z., 2022, In: Proceedings of Machine Learning Research. 162, p. 3679-3700 22 p.

Research output: Contribution to journal › Conference article › peer-review

Algorithms for learning a mixture of linear classifiers

Chen, A., De, A. & Vijayaraghavan, A., 2022, In: Proceedings of Machine Learning Research. 167, p. 205-226 22 p.

Research output: Contribution to journal › Conference article › peer-review

A Novel Phoneme-based Modeling for Text-independent Speaker Identification

Wang, X., Xie, C., Wu, Q., Zhan, H. & Wu, Y., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 4775-4779 5 p.

Research output: Contribution to journal › Conference article › peer-review

ARCH-COMP22 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants

Lopez, D. M., Althoff, M., Benet, L., Chen, X., Fan, J., Forets, M., Huang, C., Johnson, T. T., Ladner, T., Li, W., Schilling, C. & Zhu, Q., 2022, In: EPiC Series in Computing. 90, p. 142-184 43 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

3 Scopus citations

A review of manufacturing techniques for subcutaneous drug delivery implants

Ganesh, K., Yang, S., Schillace, S., Vita, V., Wang, Y., Ehmann, K. F. & Guo, P., 2022, In: Procedia CIRP. 110, C, p. 331-336 6 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

2 Scopus citations

A Tale of Three Teams: Effect of Long-Term Isolation in SIRIUS-21 on Crew Interpersonal Networks

Lungeanu, A., DeChurch, L. A., Contractor, N. S. & Liebman, J. C., 2022, In: Proceedings of the International Astronautical Congress, IAC. 2022-September

Research output: Contribution to journal › Conference article › peer-review

Bregman Proximal Langevin Monte Carlo via Bregman-Moreau Envelopes

Lau, T. T. K. & Liu, H., 2022, In: Proceedings of Machine Learning Research. 162, p. 12049-12077 29 p.

Research output: Contribution to journal › Conference article › peer-review

Comparison of Optical Characterization Methods for Transmission Spectroscopy

Ballester, M., Márquez, A. P., Banerjee, S., Ruíz-Pérez, J. J., Cossairt, O., Katsaggelos, A. K., Willomitzer, F. & Márquez, E., 2022, In: Optics InfoBase Conference Papers.

Research output: Contribution to journal › Conference article › peer-review

Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning

Qiu, S., Wang, L., Bai, C., Yang, Z. & Wang, Z., 2022, In: Proceedings of Machine Learning Research. 162, p. 18168-18210 43 p.

Research output: Contribution to journal › Conference article › peer-review

4 Scopus citations

Control of Orientation and Entanglement of Macroscopic Magnetization Using a Single Atom

Li, J., da Silva, G. R. M., Kain, S. & Shahriar, S. M., 2022, In: Optics InfoBase Conference Papers. JW5A.73.

Research output: Contribution to journal › Conference article › peer-review

DDKtor: Automatic Diadochokinetic Speech Analysis

Segal, Y., Hitczenko, K., Goldrick, M., Buchwald, A., Roberts, A. C. & Keshet, J., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 4611-4615 5 p.

Research output: Contribution to journal › Conference article › peer-review

2 Scopus citations

DeepFry: Identifying Vocal Fry Using Deep Neural Networks

Chernyak, B. R., Simon, T. B., Segal, Y., Steffman, J., Chodroff, E., Cole, J. S. & Keshet, J., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 3578-3582 5 p.

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Deep Learning-based Spectroscopic Single-molecule Localization Microscopy for Simultaneous Multicolor Imaging

Gaire, S. K., Flowerday, E., Frederick, J., Gong, R., Prabhala, S., Ying, L., Zhang, H. F. & Backman, V., 2022, In: Optics InfoBase Conference Papers.

Research output: Contribution to journal › Conference article › peer-review

Developing, Deploying, and Evaluating Digital Mental Health Interventions in Spaces of Online Help- and Information-Seeking

Kruzan, K. P., Fitzsimmons-Craft, E. E., Dobias, M., Schleider, J. L. & Pratap, A., 2022, In: Procedia Computer Science. 206, p. 6-22 17 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

1 Scopus citations

Developing a Toolbox to Quantify Mitochondrial Health and Function from 3D SMLM Images

Brenner, B., Kweon, J., Zhang, Y., Fang, R. & Zhang, H. F., 2022, In: Optics InfoBase Conference Papers. MW1A.3.

Research output: Contribution to journal › Conference article › peer-review

Early Research Scholars Program at UIC Adjustments

Revelo, R. A. & Hummel, J., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journal › Conference article › peer-review

Easy and Flexible Calibration Approach for Deflectometry-based VR Eye-Tracking systems

Wang, J., Xu, B., Cossairt, O. & Willomitzer, F., 2022, In: Optics InfoBase Conference Papers.

Research output: Contribution to journal › Conference article › peer-review

Effect of Periodic Poling on Self-phase Modulation in Thin-film Lithium Niobate Waveguides

Gül, G., Abdelsalam, K., Fathpour, S., Lee, K. F., Kanter, G. S. & Kumar, P., 2022, In: Optics InfoBase Conference Papers. FW7E.5.

Research output: Contribution to journal › Conference article › peer-review

Enabling High Resolution Photopatternable Quantum Dot Downconverters

Chamberlin, D., Zaheer, N., Miranda, A., Schaller, R., Etheridge, F. S., Talapin, D. & Kambe, Y., 2022, In: Digest of Technical Papers - SID International Symposium. 53, S1, p. 405-408 4 p.

Research output: Contribution to journal › Conference article › peer-review

Entanglement Distribution in Installed Fiber with Coexisting Classical Light for Quantum Network Applications

Thomas, J. M., Kanter, G. S., Eastman, E. M., Lee, K. F. & Kumar, P., 2022, In: Optics InfoBase Conference Papers. Tu3I.3.

Research output: Contribution to journal › Conference article › peer-review

Exact Community Recovery in Correlated Stochastic Block Models

Gaudio, J., Rácz, M. Z. & Sridhar, A., 2022, In: Proceedings of Machine Learning Research. 178, p. 2183-2241 59 p.

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Expanding access to cancer peer support: Development of a website to deliver written peer support that meets patients' individual emotional and informational needs while reducing potential harms

Bovbjerg, K., Graves, K., Waltz, M., Farrell, D., Yanez, B., Chicaiza, A., Omar, R., Thompson, R., Kop, M., Van Denburg, A. N., Lorch, D., Rowley, S. D. & Rini, C., 2022, In: Procedia Computer Science. 206, p. 195-205 11 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Factors associated with adolescents' engagement with a Healthy Lifestyles app

Thornton, L., Brown, H. M., Osman, B., Stewart, C., Whife, J., Champion, K. E., Gardner, L. A., McBride, N., Allsop, S., Spring, B. & Teesson, M., 2022, In: Procedia Computer Science. 206, p. 56-67 12 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

5 Scopus citations

Gap-Dependent Bounds for Two-Player Markov Games

Dou, Z., Yang, Z., Wang, Z. & Du, S. S., 2022, In: Proceedings of Machine Learning Research. 151, p. 432-455 24 p.

Research output: Contribution to journal › Conference article › peer-review

3 Scopus citations

2 Scopus citations

Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation

Chen, X., Zhong, H., Yang, Z., Wang, Z. & Wang, L., 2022, In: Proceedings of Machine Learning Research. 162, p. 3773-3793 21 p.

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Impact of Two Reflective Practices in an Engineering Laboratory Course using Standards-based Grading

Ankeny, C. J., Adkins, A. & O'neill, D. P., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journal › Conference article › peer-review

Increasing Students' Group Processing Ability in a First-Year Engineering Design Course Through Scaffolded Team Reflection Exercises

Lescott, C., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journal › Conference article › peer-review

Individual Preference Stability for Clustering

Ahmadi, S., Awasthi, P., Khuller, S., Kleindessner, M., Morgenstern, J., Sukprasert, P. & Vakilian, A., 2022, In: Proceedings of Machine Learning Research. 162, p. 197-246 50 p.

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Information Retrieval and Survey Design for Two-Stage Customer Preference Modeling

Xiao, Y., Cui, Y., Raut, N., Januar, J. H., Koskinen, J., Contractor, N., Chen, W. & Sha, Z., May 2022, In: Proceedings of the Design Society. 2, p. 811-820 10 p.

Research output: Contribution to journal › Conference article › peer-review

Open Access

Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation

Liu, Z., Zhang, Y., Fu, Z., Yang, Z. & Wang, Z., 2022, In: Proceedings of Machine Learning Research. 162, p. 14094-14138 45 p.

Research output: Contribution to journal › Conference article › peer-review

2 Scopus citations

Long-range dipole-dipole interactions in a plasmonic lattice

Boddeti, A. K., Guan, J., Sentz, T., Juarez, X., Newman, W., Cortes, C., Odom, T. W. & Jacob, Z., 2022, In: Optics InfoBase Conference Papers. FF4D.1.

Research output: Contribution to journal › Conference article › peer-review

Northwestern University

Research Output

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