Publications

Found 1116 results
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In Press
Zaslavsky, N., Garvin K., Kemp C., Tishby N., & Regier T. (In Press).  Evolution and efficiency in color naming: The case of Nafaanra. Proceedings of the 41st Annual Meeting of the Cognitive Science Society.
Ma, L.., Montague G.., Ye J.., Yao Z.., Gholami A.., Keutzer K.., et al. (In Press).  Inefficiency of K-FAC for Large Batch Size Training. Proceedings of the AAAI-20 Conference.
Shen, S.., Dong Z.., Ye J.., Ma L.., Yao Z.., Gholami A.., et al. (In Press).  Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. Proceedings of the AAAI-20 Conference.
Khodapanah, B., Awada A., Viering I., Francis J., Simsek M., & Fettweis G. (In Press).  Radio Resource Management in Context of Network Slicing: What is Missing in Existing Mechanisms?. Proceedings of the IEEE Wireless Communications and Networking Conference 2019.
Zaslavsky, N., Regier T., Tishby N., & Kemp C. (In Press).  Semantic categories of artifacts and animals reflect efficient coding. Proceedings of the 41st Annual Meeting of the Cognitive Science Society.
Khodapanah, B., Awada A., Viering I., Baretto A., Simsek M., & Fettweis G. (In Press).  Slice Management in Radio Access Networks via Iterative Adaptation. Proceedings of IEEE International Conference on Communications 2019.
2019
Hwang, J-J., Ke T-W., Shi J., & Yu S. X. (2019).  Adversarial Structure Matching for Structured Prediction Tasks. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
Zhang, T.., Yao Z.., Gholami A.., Keutzer K.., Gonzalez J.., Biros G.., et al. (2019).  ANODEV2: A Coupled Neural ODE Evolution Framework. Proceedings of the 2019 NeurIPS Conference.
Zaslavsky, N., Kemp C., Tishby N., & Regier T. (2019).  Communicative need in colour naming. Cognitive Neuropsychology.
Kylasa, S.. B., Roosta-Khorasani F.., Mahoney M.. W., & Grama A.. (2019).  GPU Accelerated Sub-Sampled Newton's Method. Proceedings of the 2019 SDM Conference. 702-710.
Dong, Z.., Yao Z.., Gholami A.., Mahoney M. W., & Keutzer K.. (2019).  HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision. Proceedings of ICCV 2019.
Simsek, M., Hößler T., Jorswieck E., Klessig H., & Fettweis G. (2019).  Multiconnectivity in Multicellular, Multiuser Systems: A Matching- Based Approach. Proceedings of the IEEE. 107(2), 394-413.
QasemiZadeh, B., Petruck M. R. L., Stodden R., Kallmeyer L., & Candito M. (2019).  SemEval-2019 Task 2: Unsupervised Lexical Frame Induction. Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019). 16-30.
Jin, Y., Scott C., Dhamdhere A., Giotsas V., Krishnamurthy A., & Shenker S. (2019).  Stable and Practical AS Relationship Inference with ProbLink. Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI ’19).
McCauley, J., Panda A., Krishnamurthy A., & Shenker S. (2019).  Thoughts on Load Distribution and the Role of Programmable Switches. Newsletter of ACM SIGCOMM Computer Communication Review. 49(1), 18-23.
Yao, Z.., Gholami A.., Xu P.., Keutzer K.., & Mahoney M.. W. (2019).  Trust Region Based Adversarial Attack on Neural Networks. Proceedings of the 32nd CVPR Conference. 11350-11359.
QasemiZadeh, B., Petruck M. R. L., Kallmeyer L., Candito M., Maldonado A., Osswald R., et al. (2019).  Unsupervised Lexical Semantic Frame Induction: A SemEval 2019 Task Proposal.
2018
Gittens, A.., Rothauge K.., Wang S.., Mahoney M.. W., Gerhardt L.., Prabhat, et al. (2018).  Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist. Proceedings of the 24th Annual SIGKDD. 293-301.
Gittens, A.., Rothauge K.., Mahoney M.. W., Wang S.., Gerhardt L.., Prabhat, et al. (2018).  Alchemist: An Apache Spark <=> MPI Interface. Concurrency and Computation: Practice and Experience (Special Issue of the Cray User Group, CUG 2018), e5026.
Razaghpanah, A., Nithyanand R., Vallina-Rodriguez N., Sundaresan S., Allman M., Kreibich C., et al. (2018).  Apps, Trackers, Privacy and Regulators: A Global Study of the Mobile Tracking Ecosystem. Proceedings of NDSS 2018.
Kotzias, P., Razaghpanah A., Amann J., Paterson K. G., Vallina-Rodriguez N., & Caballero J. (2018).  Coming of Age: A Longitudinal Study of TLS Deployment. Proceedings of IMC 18.
Yao, Z.., Gholami A.., Lei Q.., Keutzer K.., & Mahoney M.. W. (2018).  Hessian-based Analysis of Large Batch Training and Robustness to Adversaries. Proceedings of the 2018 NeurIPS Conference. 4954-4964.
Kay, R. (2018).  ICSI 30th Anniversary. 30 Years of Innovation: ICSI 30th Anniversary Celebration.
Taber, A., Kumar G., Freytag M., & Shapiro V. (2018).  A moment-vector approach to interoperable analysis. Computer-Aided Design. 102, 139-147.
Koerner, M., Runge T., Panda A., Ratnasamy S., & Shenker S. (2018).  Open Carrier Interface: An Open Source Edge Computing Framework. Proceedings of the 2018 Workshop on Networking for Emerging Applications and Technologies NEAT '18.

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