Publications

Found 4214 results
Author Title Type [ Year(Desc)]
2020
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), 
2021
Chen, J., Zheng L., Yao Z., Wang D., Stoica I., Mahoney M. W., et al. (2021).  ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training.
Yeom, S., & Tschantz M. (2021).  Avoiding Disparity Amplification under Different Worldviews. FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency. 273-283.
Dokas, P., Jones K., Kasza A., Nadji Y., & Paxson V. (2021).  Corelight Sensors detect the ChaChi RAT. Security Boulevard.
Ellsworth, M., Baker C. F., & Petruck M. R. L. (2021).  FrameNet and Linguistic Typology. Third Workshop on Computational Typology and Multilingual NLP. 61-66.
Stoica, I., & Shenker S. J. (2021).  From cloud computing to sky computing. HotOS '21: Proceedings of the Workshop on Hot Topics in Operating Systems. 26-32.
Yao, Z., Dong Z., Zheng Z., Gholami A., Yu J., Tan E., et al. (2021).  HAWQV3: Dyadic Neural Network Quantization.
Schneier, B., & Weaver N. (2021).  How to Cut Down on Ransomware Attacks Without Banning Bitcoin. Slate.
Kim, S., Gholami A., Yao Z., Mahoney M. W., & Keutzer K. (2021).  I-BERT: Integer-only BERT Quantization.
Shanley, L.. A., Fortson L.., Berger-Wolf T.., Crowston K.., & Michelucci M.. (2021).  Imagine All the People: Citizen Science, Artificial Intelligence, and Computational Research. Computing Community Consortium (CCC).
Petruck, M. R. L., & Ohara K. (2021).  Interactional Frames in a Literary Context: Multiple Levels of Interaction. 17th International Pragmatics Conference.
Egelman, S., & Pe'er E. (2021).  The Key to Getting People to Be Safer Online: Make the Appeals More Personal. Wall Street Journal.
Wang, X., Lian L., Miao Z., Liu Z., & Yu S. X. (2021).  Long-tailed Recognition by Routing Diverse Distribution-Aware Experts. Proceedings of International Conference on Learning Representations.

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