Publications

Found 4220 results
Author Title Type [ Year(Asc)]
2021
Hornauer, S., Li K., Yu S. X., Ghaffarzadegan S., & Ren L. (2021).  Unsupervised Discriminative Learning of Sounds for Audio Event Classification. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing.
Wang, X., Liu Z., & Yu S. X. (2021).  Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
Wang, X., Lian L., & Yu S. X. (2021).  Unsupervised Visual Attention and Invariance for Reinforcement Learning. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
Weaver, N. (2021).  What Happened in the Kaseya VSA Incident?. Lawfare.
Feldmann, A., Gasser O., Lichtblau F., Pujol E., Poese I., Dietzel C., et al. (2021).  A Year in Lockdown: How the Waves of COVID-19 Impact Internet Traffic. Communications of the ACM (CACM). 64(7), 101-108.
2020
Gamba, J.., Rashed M.., Razaghpanah A., Vallina-Rodriguez N., & Tapiador J.. (2020).  An Analysis of Pre-Installed Android Software. IEEE Sympsium on Security and Privacy 2020.
Narayan, A., Panda A., Alizadeh M., Balakrishnan H., Krishnamurthy A., & Shenker S. J. (2020).  Bertha: Tunneling through the Network API. HotNets '20: Proceedings of the 19th ACM Workshop on Hot Topics in Networks. 53-59.
Amaro, E., Branner-Augmon C., Luo Z., Ousterhout A., Aguilera M. K., Panda A., et al. (2020).  Can far memory improve job throughput?. EuroSys '20: Proceedings of the Fifteenth European Conference on Computer Systems. 1-16.
Zhao, T., Choi J., & Friedland G. (2020).  DIME: An Online Tool for the Visual Comparison of Cross-modal Retrieval Models. International Conference on Multimedia Modeling. 729-733.
Brown, L., Ananthanarayanan G., Katz-Basset E. B., Krishnamurthy A., Ratnasamy S., Shapira M., et al. (2020).  On the Future of Congestion Control for the Public Internet. HotNets '20: Proceedings of the 19th ACM Workshop on Hot Topics in Networks. 30-37.
Martin, C.. H., & Mahoney M. W. (2020).  Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks. Proceedings of 2020 SDM Conference.
Saha, D., Schumann C., McElfresh D. C., Dickerson J. P., Mazurek M. L., & Tschantz M. Carl (2020).  Human Comprehension of Fairness in Machine Learning. AIES '20: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. 152.
Lee, M. Kyung, Grgić-Hlača N., Tschantz M. Carl, Binns R., Weller A., Carney M., et al. (2020).  Human-Centered Approaches to Fair and Responsible AI. CHI EA '20: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. 1-8.
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.
Reardon, J., Good N., Richter R., Vallina-Rodriguez N., Egelman S., & Palfrey Q. (2020).  JPush Away Your Privacy: A Case Study of Jiguang’s Android SDK.
Zhang, W., Fang V., Panda A., & Shenker S. J. (2020).  Kappa: a programming framework for serverless computing. SoCC '20: Proceedings of the 11th ACM Symposium on Cloud Computing. 328-343.
Ronen, T.., Shani C.., Hope T.., Petruck M. R. L., Abend O., & Shahaf D. (2020).  Language (Re)modelling: Towards Embodied Language Understanding. Proceedings of the Association for Computational Linguistics . 58, 6268–6281.
Harchol, Y., Mushtaq A., Fang V., McCauley J. Murphy, Panda A., & Shenker S. J. (2020).  Making edge-computing resilient. SoCC '20: Proceedings of the 11th ACM Symposium on Cloud Computing. 253-266.
Hodgkinson, L., & Mahoney M. W. (2020).  Multiplicative Noise and Heavy Tails in Stochastic Optimization.
Torrent, TT., Baker CF., Czulo O., Ohara K., & Petruck M. R. L. (2020).  Proceedings of the LREC International FrameNet Workshop 2020: Towards a Global, Multilingual FrameNet.
Harchol, Y., Bergemann D., Feamster N., Friedman E., Krishnamurthy A., Panda A., et al. (2020).  A Public Option for the Core. SIGCOMM '20: Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication. 377-39.
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.
Amaro, E., Luo Z., Ousterhout A., Krishnamurthy A., Panda A., Ratnasamy S., et al. (2020).  Remote Memory Calls. HotNets '20: Proceedings of the 19th ACM Workshop on Hot Topics in Networks. 38-44.
N. Erichson, B., Mathelin L., Yao Z., Bruntonq S. L., Mahoney M., & J. Kutz N. (2020).  Shallow neural networks for fluid flow reconstruction with limited sensors. Proceedings of the Royal Society A. 476(2238), 
Holz, R., Hiller J., Amann J., Razaghpanah A., Hohleld O., Vallina-Rodriguez N., et al. (2020).  Tracking the deployment of TLS 1.3 on the web: a story of experimentation and centralization. ACM SIGCOMM Computer Communication Review. 50(3), 3-15.

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