University of Minnesota

  • 100 Church St. S.E., 3 Morrill Hall

    55455 Minneapolis

    United States

Research Output

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Conference contribution
2019

Locally private bayesian inference for count models

Schein, A., Wu, Z. S., Schofield, A., Zhou, M. & Wallachs, H., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 9924-9938 15 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Looseness Detection Utilizing FBG Based Operational Modal Strain for a Bolted Cantilever Plate

Liu, M., Wan, L., Wang, Z., Hong, L. & Qu, Y., Oct 2019, 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019. Guo, W., Li, S. & Miao, Q. (eds.). Institute of Electrical and Electronics Engineers Inc., 8943003. (2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lower-body posture estimation with a wireless smart insole

Tam, W. K., Wang, A., Wang, B. & Yang, Z., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3348-3351 4 p. 8857168. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lower bounds on the runtime of crossover-based algorithms via decoupling and family graphs

Sutton, A. M. & Witt, C., Jul 13 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 1515-1522 8 p. (GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Low-power, minimal-heat exposure shape memory alloy (SMA) actuators for on-body soft robotics

Ozbek, S., Foo, E., Lee, J. W., Schleif, N. & Holschuh, B., Jan 1 2019, Frontiers in Biomedical Devices, BIOMED - 2019 Design of Medical Devices Conference, DMD 2019. American Society of Mechanical Engineers (ASME), (Frontiers in Biomedical Devices, BIOMED - 2019 Design of Medical Devices Conference, DMD 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
1 Scopus citations

LTE2B: Time-domain cross-technology emulation under LTE constraints

Liu, R., Yin, Z., Jiang, W. & He, T., Nov 10 2019, SenSys 2019 - Proceedings of the 17th Conference on Embedded Networked Sensor Systems. Zhang, M. (ed.). Association for Computing Machinery, Inc, p. 179-191 13 p. (SenSys 2019 - Proceedings of the 17th Conference on Embedded Networked Sensor Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic Nanowires for RF applications: Ferromagnetic Resonance and Permeability Characterization

Zhang, Y., Um, J., Zhou, W., Stadler, B. & Franklin, R., Jun 2019, 2019 IEEE MTT-S International Microwave Symposium, IMS 2019. Institute of Electrical and Electronics Engineers Inc., p. 1100-1103 4 p. 8700826. (IEEE MTT-S International Microwave Symposium Digest; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Making with fabric: Foundations of soft goods and e-textiles fabrication

Dunne, L. E., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3298824. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Measurements of dark triplet exciton diffusion in a phosphor-sensitized organic photovoltaic cell

Shi, K., Curtin, I. J., Healy, A. T., Zhang, T., Blank, D. A. & Holmes, R. J., Jan 1 2019, Organic, Hybrid, and Perovskite Photovoltaics XX. Kafafi, Z. H., Lane, P. A. & Lee, K. (eds.). SPIE, 110941Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11094).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Medical compression capabilities of contractile SMA knitted actuators

Granberry, R. M., Eschen, K. P., Holschuh, B. T. & Abel, J. M., Jan 1 2019, ASM International - International Conference on Shape Memory and Superelastic Technologies, SMST 2019. ASM International, p. 76-77 2 p. (ASM International - International Conference on Shape Memory and Superelastic Technologies, SMST 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MESH: A flexible distributed hypergraph processing system

Heintz, B., Hong, R., Singh, S., Khandelwal, G., Tesdahl, C. & Chandra, A., Jun 2019, Proceedings - 2019 IEEE International Conference on Cloud Engineering, IC2E 2019. Institute of Electrical and Electronics Engineers Inc., p. 12-22 11 p. 8790188. (Proceedings - 2019 IEEE International Conference on Cloud Engineering, IC2E 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Methods and tools for 3D measurement of hands and feet

Griffin, L., Sokolowski, S., Lee, H., Seifert, E., Kim, N. & Carufel, R., Jan 1 2019, Advances in Interdisciplinary Practice in Industrial Design - Proceedings of the AHFE 2018 International Conference on Interdisciplinary Practice in Industrial Design, 2018. Shin, C. S. & Chung, W. (eds.). Springer Verlag, p. 49-58 10 p. (Advances in Intelligent Systems and Computing; vol. 790).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Minimax Design of Constant Modulus MIMO Waveforms

Lin, Z., Pu, W. & Luo, Z-Q., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1889-1893 5 p. 8645521. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mitplan: A planning approach to mitigating concurrently applied clinical practice guidelines

Michalowski, M., Wilk, S., Michalowski, W. & Carrier, M., Jan 1 2019, Artificial Intelligence in Medicine - 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Proceedings. Wilk, S., ten Teije, A. & Riaño, D. (eds.). Springer- Verlag, p. 93-103 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11526 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Modeling adaptive cruise control vehicles from experimental data: Model comparison

Gunter, G., Stern, R. & Work, D. B., Oct 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3049-3054 6 p. 8917347. (2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modeling and assessing adaptive cruise control stability: Experimental insights

Stern, R., Gunter, G. & Work, D. B., Jun 2019, MT-ITS 2019 - 6th International Conference on Models and Technologies for Intelligent Transportation Systems. Institute of Electrical and Electronics Engineers Inc., 8883330. (MT-ITS 2019 - 6th International Conference on Models and Technologies for Intelligent Transportation Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiuser video streaming rate adaptation: A physical layer resource-Aware deep reinforcement learning approach

Tang, K., Kan, N., Zou, J., Fu, X., Hong, M. & Xiong, H., Dec 2019, 2019 IEEE International Conference on Visual Communications and Image Processing, VCIP 2019. Institute of Electrical and Electronics Engineers Inc., 8965912. (2019 IEEE International Conference on Visual Communications and Image Processing, VCIP 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiview Canonical Correlation Analysis over Graphs

Chen, J., Wang, G. & Giannakis, G. B., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2947-2951 5 p. 8683096. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Named entity recognition in prehospital trauma care

Silverman, G. M., Lindemann, E. A., Rajamani, G., Finzel, R. L., McEwan, R., Knoll, B. C., Pakhomov, S., Melton, G. B. & Tignanelli, C. J., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1586-1587 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nasal spray device for administration of two-part drug formulations

Rautiola, D. & Siegel, R. A., Jan 1 2019, Frontiers in Biomedical Devices, BIOMED - 2019 Design of Medical Devices Conference, DMD 2019. American Society of Mechanical Engineers (ASME), (Frontiers in Biomedical Devices, BIOMED - 2019 Design of Medical Devices Conference, DMD 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Net-zero dairy milking parlor: Making milk green with renewable energy

Buchanan, E., Jan 1 2019, 48th Annual National Solar Conference, ASES SOLAR 2019: Race to Renewables. American Solar Energy Society, p. 104-112 9 p. (48th Annual National Solar Conference, ASES SOLAR 2019: Race to Renewables).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

NIR/MIR spectroscopy in tandem with chemometrics for rapid identification and evaluation of potato variety and doneness degree

Su, W-H., Bakalis, S. & Sun, D-W., Jul 7 2019, 2019 ASABE (American Society of Agricultural and Biological Engineers) Annual International Meeting.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nonlinear Discriminative Dimensionality Reduction of Multiple Datasets

Chen, J., Wang, G. & Giannakis, G. B., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1993-1997 5 p. 8645467. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Normalizing dietary supplement product names using the RxNorM model

Vasilakes, J., Fan, Y., Rizvi, R., Bompelli, A., Bodenreider, O. & Zhang, R., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 408-412 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Not All Feed-Forward MUX PUFs Generate Unique Signatures

Ayling, A., Avvaru, S. V. S. & Parhi, K. K., Jul 2019, Proceedings - 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019. IEEE Computer Society, p. 43-48 6 p. 8839580. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Numerical predictions of flow structures and film cooling effectiveness values of a turbine vane: Effects of secondary holes

Zhu, R., Simon, T. W. & Xie, G., Jan 1 2019, ASME 2019 Heat Transfer Summer Conference, HT 2019, collocated with the ASME 2019 13th International Conference on Energy Sustainability. American Society of Mechanical Engineers (ASME), (ASME 2019 Heat Transfer Summer Conference, HT 2019, collocated with the ASME 2019 13th International Conference on Energy Sustainability).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Observation of Radiation Diffusion Heat Transfer in Microscale Membranes

Das, A., Brown, A., Mah, M. & Talghader, J., Jul 2019, OMN 2019 - 2019 International Conference on Optical MEMS and Nanophotonics, Proceedings. IEEE Computer Society, p. 20-21 2 p. 8925225. (International Conference on Optical MEMS and Nanophotonics; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Observer Design of Descriptor Nonlinear System with N onlinear Outputs by Using W12 -Optimality Criterion

Hamaz, A., Draa, K. C., Zemouche, A., Bedouhene, F. & Rajamani, R., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6556-6560 5 p. 8618875. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On-bicycle vehicle tracking at traffic intersections using inexpensive low-density lidar

Xie, Z. & Rajamani, R., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 593-598 6 p. 8814442. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On churn and social contagion

Borbora, Z., Chandra, A., Kumaraguru, P. & Srivastava, J., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 833-841 9 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On Estimation under Noisy Order Statistics

Dytso, A., Cardone, M., Veedu, M. S. & Vincent Poor, H., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 36-40 5 p. 8849813. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Online MEM Based Binary Classification Algorithm for China Mobile Imbalanced Dataset

Lin, S., Yin, F., Lin, Z., Lin, Y., Cui, S. R., Li, T., Yu, F., Yu, W., Hong, X., Shi, J. & Luo, Z. Q. T., Feb 12 2019, 2018 IEEE/CIC International Conference on Communications in China, ICCC 2018. Institute of Electrical and Electronics Engineers Inc., p. 68-73 6 p. 8641222. (2018 IEEE/CIC International Conference on Communications in China, ICCC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On Simple Scheduling in Half-Duplex Relay Diamond Networks

Jain, S., Elyasi, M., Cardone, M. & Mohajer, S., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2529-2533 5 p. 8849475. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the Multicast Capacity of Full-Duplex 1-2-1 Networks

Ezzeldin, Y. H., Cardone, M., Fragouli, C. & Caire, G., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 465-469 5 p. 8849692. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the trade-off between controllability and robustness in networks of diffusively coupled agents

Abbas, W., Shabbir, M., Yazicioglu, Y. & Akber, A., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2072-2077 6 p. 8814375. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optical thin film compression for laser induced plasma diagnostics

Masruri, M., Wheeler, J., Dancus, I., Fabbri, R., Nazîru, A., Secareanu, R., Ursescu, D., Cojocaru, G., Ungureanu, R., Farinella, D., Pittman, M., Mironov, S., Balascuta, S., Doria, D., Ros, D. & Dabu, R., Jan 1 2019, CLEO: Science and Innovations, CLEO_SI 2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F129-CLEO_SI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optical Thin Film Compression for Laser Induced Plasma Diagnostics

Masruri, M., Wheeler, J., Dancus, I., Fabbri, R., Naziru, A., Secareanu, R., Ursescu, D., Cojocaru, G., Ungureanu, R., Farinella, D., Pittman, M., Mironov, S., Balascuta, S., Doria, D., Ros, D. & Dabu, R., May 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8750281. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Optimal asynchronous multi-sensor registration in 3 dimensions

Jiang, S., Pu, W. & Luo, Z. Q., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 81-85 5 p. 8646342. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimal speed control for a connected and autonomous electric vehicle considering battery aging and regenerative braking limits

Shao, Y. & Sun, Z., Jan 1 2019, Advanced Driver Assistance and Autonomous Technologies; Advances in Control Design Methods; Advances in Robotics; Automotive Systems; Design, Modeling, Analysis, and Control of Assistive and Rehabilitation Devices; Diagnostics and Detection; Dynamics and Control of Human-Robot Systems; Energy Optimization for Intelligent Vehicle Systems; Estimation and Identification; Manufacturing. American Society of Mechanical Engineers (ASME), v001t08a005. (ASME 2019 Dynamic Systems and Control Conference, DSCC 2019; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimal vehicle speed and gear position control for connected and autonomous vehicles

Shao, Y. & Sun, Z., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 545-550 6 p. 8814652. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Optimal voltage regulation of distribution system with renewable uncertainty

Ma, X., Singhal, A., Vaidya, U., Elia, N. & Venkataramana, A., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3255-3260 6 p. 8814604. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Orthogonal random forest for causal inference

Oprescu, M., Syrgkanis, V. & Wu, Z. S., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 8655-8696 42 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Oxygen-generating polycaprolactone/calcium peroxide microparticles to support cell survival in hypoxic environment

Zhang, M., Kiratiwongwan, T. & Shen, W., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

P2Charging: Proactive partial charging for electric taxi systems

Yuan, Y., Zhang, D., Miao, F., Chen, J., He, T. & Lin, S., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 688-699 12 p. 8885097. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parallel Nondeterministic Programming as a Language Extension to C (Short Paper)

Kramer, L. & Van Wyk, E., Oct 21 2019, GPCE 2019 - Proceedings of the 18th ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, co-located with SPLASH 2019. Schaefer, I., Reichenbach, C. & van der Storm, T. (eds.). Association for Computing Machinery, Inc, p. 20-26 7 p. (GPCE 2019 - Proceedings of the 18th ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, co-located with SPLASH 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parent and educator perspectives on the benefits of an online space to promote offline program collaborative learning

Walker, S. K., Hei Cheng, C., Rattenni, A., Reynolds, C. & Lapham, S., Jan 1 2019, A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings - 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019 - Conference Proceedings. Lund, K., Niccolai, G. P., Lavoue, E., Hmelo-Silver, C., Gweon, G. & Baker, M. (eds.). International Society of the Learning Sciences (ISLS), p. 392-399 8 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Periodic tracking control using gain-scheduled fourier series-based internal models

Caverly, D., Caverly, R. J. & Forbes, J. R., Jan 1 2019, Rapid Fire Interactive Presentations: Advances in Control Systems; Advances in Robotics and Mechatronics; Automotive and Transportation Systems; Motion Planning and Trajectory Tracking; Soft Mechatronic Actuators and Sensors; Unmanned Ground and Aerial Vehicles. American Society of Mechanical Engineers (ASME), (ASME 2019 Dynamic Systems and Control Conference, DSCC 2019; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Personalized difusions for top-n recommendation

Nikolakopoulos, A. N., Berberidis, D., Karypis, G. & Giannakis, G. B., Sep 10 2019, RecSys 2019 - 13th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 260-268 9 p. (RecSys 2019 - 13th ACM Conference on Recommender Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Perturbed Projected Gradient Descent Converges to Approximate Second-order Points for Bound Constrained Nonconvex Problems

Lu, S., Zhao, Z., Huang, K. & Hong, M., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5356-5360 5 p. 8683241. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Physics guided RNNs for modeling dynamical systems: A case study in simulating lake temperature profiles

Jia, X., Willard, J., Karpatne, A., Read, J., Zwart, J., Steinbach, M. S. & Kumar, V., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 558-566 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations