Research Output

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2019

Automatic Generation of Warp-Level Primitives and Atomic Instructions for Fast and Portable Parallel Reduction on GPUs

Gonzalo, S. G. D., Huang, S., Gomez-Luna, J., Hammond, S., Mutlu, O. & Hwu, W. M., Mar 5 2019, CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization. Moseley, T., Jimborean, A. & Kandemir, M. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 73-84 12 p. 8661187. (CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization).

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

Availability attacks on computing systems through alteration of environmental control: Smart malware approach

Chung, K., Kalbarczyk, Z. T. & Iyer, R. K., Apr 16 2019, ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems. Ramachandran, G. S. & Ortiz, J. (eds.). Association for Computing Machinery, Inc, p. 1-12 12 p. (ICCPS 2019 - Proceedings of the 2019 ACM/IEEE International Conference on Cyber-Physical Systems).

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

Best practices and lessons from deploying and operating a sustained-petascale system: The blue waters experience

Bauer, G. H., Bode, B., Enos, J., Kramer, W. T., Lathrop, S., Mendes, C. L. & Sisneros, R. R., Mar 11 2019, Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018. Institute of Electrical and Electronics Engineers Inc., p. 673-684 12 p. 8665815. (Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018).

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

Blended Shared Control with Subgoal Adjustment

Jin, Z., Pagilla, P., Maske, H. & Chowdhary, G., Jan 16 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2724-2729 6 p. 8616461. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

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

BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments

Nguyen, P., Elgamal, T., Konstanty, S., Nicholson, T., Turner, S., Su, P., Nahrstedt, K., Spila, T., Campbell, R. H., Dallesasse, J., Chan, M. & Mchenry, K., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 692-696 5 p. 8685528. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

CAPTAR: Causal-polytree-based anomaly reasoning for SCADA networks

Ren, W., Yu, T., Yardley, T. & Nahrstedt, K., Oct 2019, 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2019. Institute of Electrical and Electronics Engineers Inc., 8909766. (2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2019).

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

Capturing signals of enthusiasm and support towards social issues from twitter

Mishra, S. & Diesner, J., Sep 12 2019, SIdEWayS 2019 - Proceedings of the 5th International Workshop on Social Media World Sensors. Association for Computing Machinery, Inc, p. 19-24 6 p. (SIdEWayS 2019 - Proceedings of the 5th International Workshop on Social Media World Sensors).

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

Open Access

Categorization and Comparison of Influential Twitter Users and Sources Referenced in Tweets for Two Health-Related Topics

Addawood, A., Balakumar, P. & Diesner, J., Jan 1 2019, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings. Martin, M. H., Taylor, N. G., Nardi, B. & Christian-Lamb, C. (eds.). Springer-Verlag, p. 639-646 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11420 LNCS).

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

Caudit: Continuous auditing of SSH servers to mitigate brute-force attacks

Cao, P. M., Wu, Y., Banerjee, S. S., Azoff, J., Withers, A., Kalbarczyk, Z. T. & Iyer, R. K., Jan 1 2019, Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2019. USENIX Association, p. 667-682 16 p. (Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2019).

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

CHEESE: Cyber human ecosystem of engaged security education

Yang, B., Kalyanam, R., Willis, C., Lambert, M. & Kirkpatrick, C., Sep 26 2019, SIGITE 2019 - Proceedings of the 20th Annual Conference on Information Technology Education. Association for Computing Machinery, Inc, p. 189-190 2 p. (SIGITE 2019 - Proceedings of the 20th Annual Conference on Information Technology Education).

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

Open Access

Cinematic scientific visualization: The art of communicating science

Borkiewicz, K., Christensen, A. J., Kostis, H. N., Shirah, G. & Wyatt, R., Jul 28 2019, ACM SIGGRAPH 2019 Courses, SIGGRAPH 2019. Association for Computing Machinery, Inc, a4. (ACM SIGGRAPH 2019 Courses, SIGGRAPH 2019).

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

Cinematic scientific visualization the art of communicating science

Borkiewicz, K., Christensen, A. J., Shirah, G., Berry, D., Fluke, C. & Elkins, K., Nov 17 2019, SIGGRAPH Asia 2019 Courses, SA 2019. Association for Computing Machinery, Inc, 3359398. (SIGGRAPH Asia 2019 Courses, SA 2019).

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

City settlers-Participatory games to build sustainable cities

Kumar, V. & Tissenbaum, M., Jun 12 2019, Proceedings of the 18th ACM International Conference on Interaction Design and Children, IDC 2019. Association for Computing Machinery, Inc, p. 660-663 4 p. (Proceedings of the 18th ACM International Conference on Interaction Design and Children, IDC 2019).

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

Computational action in app inventor: Developing theoretical and technological frameworks for collaboration and empowerment

Tissenbaum, M. & Sheldon, J., 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. 985-988 4 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 2).

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

Conjugated Barcoded Particles for Multiplexed Biomarker Quantification with a Microfluidic Biochip

Prakash, S., Nagarajan, M., Doyle, P., Bashir, R. & Hassan, U., Nov 2019, 2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019. Institute of Electrical and Electronics Engineers Inc., p. 139-142 4 p. 8962846. (2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019).

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

Context-sensitive malicious spelling error correction

Gong, H., Li, Y., Bhat, S. & Viswanath, P., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2771-2777 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Deepening e-learning through social-collaborative intelligence

Montebello, M., Cope, B., Kalantzis, M., Amina, T., Searsmith, D., Tzirides, A. & Haniya, S., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658779. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Deep Model Reference Adaptive Control

Joshi, G. & Chowdhary, G., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4601-4608 8 p. 9029173. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Deepsrgm - Sequence classification and ranking in Indian classical music with deep learning

Madhusudhan, S. T. & Chowdhary, G., 2019, Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019. Flexer, A., Peeters, G., Urbano, J. & Volk, A. (eds.). International Society for Music Information Retrieval, p. 533-540 8 p. (Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019).

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

DeepStore: In-storage acceleration for intelligent queries

Mailthody, V. S., Qureshi, Z., Liang, W., Feng, Z., Gonzalo, S. G. D., Li, Y., Franke, H., Xiong, J., Huang, J. & Hwu, W. M., Oct 12 2019, MICRO 2019 - 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, p. 224-238 15 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

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

Design of gradient nanotwinned metal materials using adaptive Gaussian process based surrogate models

Zhou, H., Chen, X. & Li, Y., Jan 1 2019, 45th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2019).

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

DiAD: Domain adaptation for learning at scale

Zeng, Z., Bhat, S., Chaturvedi, S. & Roth, D., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 185-194 10 p. (ACM International Conference Proceeding Series).

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

Dimensional Analysis of Laughter in Female Conversational Speech

Pietrowicz, M., Agurto, C., Casebeer, J., Hasegawa-Johnson, M., Karahalios, K. & Cecchi, G., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6600-6604 5 p. 8683566. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Dione: A Protocol Verification System Built with Dafny for I/O Automata

Hsieh, C. & Mitra, S., Jan 1 2019, Integrated Formal Methods - 15th International Conference, IFM 2019, Proceedings. Ahrendt, W. & Tapia Tarifa, S. L. (eds.). Springer, p. 227-245 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11918 LNCS).

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

Discovering maximal motif cliques in large heterogeneous information networks

Hu, J., Cheng, R., Chang, K. C. C., Sankar, A., Fang, Y. & Lam, B. Y. H., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 746-757 12 p. 8731437. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Dynamic Environment Prediction in Urban Scenes using Recurrent Representation Learning

Itkina, M., Driggs-Campbell, K. & Kochenderfer, M. J., Oct 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2052-2059 8 p. 8917271. (2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019).

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

Dynamic programming for POMDP with jointly discrete and continuous state-spaces

Lee, D., He, N. & Hu, J., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1250-1255 6 p. 8815313. (Proceedings of the American Control Conference; vol. 2019-July).

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

Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium

Jin, H., Guo, H., Su, L., Nahrstedt, K. & Wang, X., Apr 2019, INFOCOM 2019 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1063-1071 9 p. 8737506. (Proceedings - IEEE INFOCOM; vol. 2019-April).

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

EDM & games: Leveling up engaged learning with data-rich analytics

Rowe, J., Mott, B., Paquette, L. & Lee, S., 2019, EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining. Lynch, C. F., Merceron, A., Desmarais, M. & Nkambou, R. (eds.). International Educational Data Mining Society, p. 775-776 2 p. (EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining).

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

Effect of discrete and continuous parameter variation on difficulty in automatic item generation

Chen, B., Zilles, C., West, M. & Bretl, T. W., Jan 1 2019, Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings. Isotani, S., Hastings, P., Ogan, A., McLaren, B., Millán, E. & Luckin, R. (eds.). Springer-Verlag, p. 71-83 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11625 LNAI).

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

Electroconductive oxide ceramics with graphene-encapsulated fillers

Hussainova, I., Drozdova, M., Ivanov, R., Kale, S. & Jasiuk, I., Jan 1 2019, Ceramic Engineering and Science Proceedings. Kusnezoff, M., Fu, Z., Ohji, T., LaSalvia, J., Mechnich, P., Koch, D., Bansal, N., Balaya, P. & Salem, J. (eds.). 2 ed. American Ceramic Society, p. 251-258 8 p. (Ceramic Engineering and Science Proceedings; vol. 39, no. 2).

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

Emerging composition: Being and becoming an experiment in progress

Tipei, S., Jan 1 2019, SMC 2016 - 13th Sound and Music Computing Conference, Proceedings. Grossmann, R. & Hajdu, G. (eds.). Zentrum fur Mikrotonale Musik und Multimediale Komposition (ZM4), Hochschule fur Musik und Theater, p. 463-468 6 p. (SMC 2016 - 13th Sound and Music Computing Conference, Proceedings).

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

EnsembleDAgger: A Bayesian Approach to Safe Imitation Learning

Menda, K., Driggs-Campbell, K. & Kochenderfer, M. J., Nov 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019. Institute of Electrical and Electronics Engineers Inc., p. 5041-5048 8 p. 8968287. (IEEE International Conference on Intelligent Robots and Systems).

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

Evaluating characteristics of CUDA communication primitives on high-bandwidth interconnects

Pearson, C., Dakkak, A., Hashash, S., Li, C., Chung, I. H., Xiong, J. & Hwu, W. M., Apr 4 2019, ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 209-218 10 p. (ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering).

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

Open Access

Event-driven stitching for tile-based live 360 video streaming

Chen, B., Yan, Z., Jin, H. & Nahrstedt, K., Jun 18 2019, Proceedings of the 10th ACM Multimedia Systems Conference, MMSys 2019. Association for Computing Machinery, Inc, p. 1-12 12 p. (Proceedings of the 10th ACM Multimedia Systems Conference, MMSys 2019).

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

Open Access

Every university should have a computer-based testing facility

Zilles, C., West, M., Herman, G. & Bretl, T., 2019, CSEDU 2019 - Proceedings of the 11th International Conference on Computer Supported Education. Lane, H., Zvacek, S. & Uhomoibhi, J. (eds.). SciTePress, p. 414-420 7 p. (CSEDU 2019 - Proceedings of the 11th International Conference on Computer Supported Education; vol. 1).

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

Open Access

Exploring Characteristic Features in Gait Patterns for Predicting Multiple Sclerosis

Kaur, R., Menon, S., Zhang, X., Sowers, R. & Hernandez, M. E., 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. 4217-4220 4 p. 8857604. (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

Extensible framework for analysis of farm practices and programs

Satheesan, S. P., Bhattarai, R., Bradley, S., Coppess, J., Gatzke, L., Gupta, R., Jeong, H., Lee, J. S., Naraharisetty, G., Ondrejcek, M., Schnitkey, G. D., Zhao, Y. & Navarro, C. M., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. Association for Computing Machinery, 3337063. (ACM International Conference Proceeding Series).

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

Failure-adverse closed-loop statistical verification

Quindlen, J. F., Topcu, U., Chowdhary, G. & How, J. P., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

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

Faster, higher, stronger: Redesigning spreadsheets for scale

Bendre, M., Wattanawaroon, T., Rahman, S., Mack, K., Liu, Y., Zhu, S., Lu, Y., Yang, P. J., Zhou, X., Chang, K. C. C., Karahalios, K. & Parameswaran, A., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1972-1975 4 p. 8731567. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

FaultSight: A fault analysis tool for HPC researchers

Horn, E., Fulp, D., Calhoun, J. & Olson, L., Nov 2019, Proceedings of FTXS 2019: Fault Tolerance for HPC at eXtreme Scale Workshop - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 21-30 10 p. 8945875. (Proceedings of FTXS 2019: Fault Tolerance for HPC at eXtreme Scale Workshop - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis).

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

Feasibility study of robotic needles with a rotational tip-joint and notch patterns

Pattanshetti, S., Sandstrom, R., Kottala, A., Amato, N. M. & Ryu, S. C., May 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 1534-1540 7 p. 8793574. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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

Fine-Grained Energy Efficiency Using Per-Core DVFS with an Adaptive Runtime System

Acun, B., Chandrasekar, K. & Kale, L. V., Oct 2019, 2019 10th International Green and Sustainable Computing Conference, IGSC 2019. Institute of Electrical and Electronics Engineers Inc., 8957174. (2019 10th International Green and Sustainable Computing Conference, IGSC 2019).

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

FIS: Facial Information Segmentation for Video Redaction

Chen, B. & Nahrstedt, K., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 360-365 6 p. 8695409. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

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

FlatFlash: Exploiting the Byte-Accessibility of SSDs within A Unified Memory-Storage Hierarchy

Abulila, A., Mailthody, V. S., Qureshi, Z., Huang, J., Kim, N. S., Xiong, J. & Hwu, W. M., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 971-985 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access

FPGA/DNN co-design: An efficient design methodology for IoT intelligence on the edge

Hao, C., Zhang, X., Li, Y., Huang, S., Xiong, J., Rupnow, K., Hwu, W. M. & Chen, D., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a206. (Proceedings - Design Automation Conference).

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

Gem5-Approxilyzer: An Open-Source Tool for Application-Level Soft Error Analysis

Venkatagiri, R., Ahmed, K., Mahmoud, A., Misailovic, S., Marinov, D., Fletcher, C. W. & Adve, S. V., Jun 2019, Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019. Institute of Electrical and Electronics Engineers Inc., p. 214-221 8 p. 8809540. (Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019).

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

Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning

Ambrosi, J., Ankit, A., Antunes, R., Chalamalasetti, S. R., Chatterjee, S., El Hajj, I., Fachini, G., Faraboschi, P., Foltin, M., Huang, S., Hwu, W. M., Knuppe, G., Lakshminarasimha, S. V., Milojicic, D., Parthasarathy, M., Ribeiro, F., Rosa, L., Roy, K., Silveira, P. & Strachan, J. P., Feb 8 2019, 2018 IEEE International Conference on Rebooting Computing, ICRC 2018. Institute of Electrical and Electronics Engineers Inc., 8638612. (2018 IEEE International Conference on Rebooting Computing, ICRC 2018).

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

HetespaceyWalk: A heterogeneous Spacey random walk for heterogeneous information network embedding

He, Y., Song, Y., Li, J., Ji, C., Peng, J. & Peng, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 639-648 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

HG-DAgger: Interactive imitation learning with human experts

Kelly, M., Sidrane, C., Driggs-Campbell, K. & Kochenderfer, M. J., May 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 8077-8083 7 p. 8793698. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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