Publications

Found 1117 results
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In Press
N. Erichson, B., Mathelin L., Yao Z., Bruntonq S. L., Mahoney M., & J. Kutz N. (In Press).  Shallow neural networks for fluid flow reconstruction with limited sensors. Proceedings of the Royal Society A. 476(2238), 
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.
2020
Ma, L.., Montague G.., Ye J.., Yao Z.., Gholami A.., Keutzer K.., et al. (2020).  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. (2020).  Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. Proceedings of the AAAI-20 Conference.
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.
Zaslavsky, N., Garvin K., Kemp C., Tishby N., & Regier T. (2019).  Evolution and efficiency in color naming: The case of Nafaanra. Proceedings of the 41st Annual Meeting of the Cognitive Science Society.
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.
Khodapanah, B., Awada A., Viering I., Francis J., Simsek M., & Fettweis G. (2019).  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. (2019).  Semantic categories of artifacts and animals reflect efficient coding. Proceedings of the 41st Annual Meeting of the Cognitive Science Society.
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.

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