Publications

Found 110 results
Author Title Type [ Year(Asc)]
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In Press
Martin, C.. H., & Mahoney M. W. (In Press).  Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks. Proceedings of 2020 SDM Conference.
2019
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.
Shapiro, V., & Liu X. (2019).  Homogenization of material properties in additively manufactured structures. US Patent 10353378.
2018
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.
Lorenzo, A., Metere A., & Dzugutov M. (2018).  Hexatic smectic phase with algebraically decaying bond-orientational order.
2017
Qazi, Z. Ayyub, Walls M., Panda A., Sekar V., Ratnasamy S., & Shenker S. (2017).  A High Performance Packet Core for Next Generation Cellular Networks.. Proceedings of the Conference of the ACM Special Interest Group on Data Communication SIGNCOMM '17.
2016
Liu, X., & Shapiro V. (2016).  Homogenization of material properties in additively manufactured structures. Computer-Aided Design. 78, 71-82.
Chen, J., Weaver N., Jiang J., Wan T., Duan H., & Paxson V. (2016).   Host of Troubles: Multiple Host Ambiguities in HTTP Implementations. Proceedings of ACM CCS.
Ravuri, S., & Wegmann S. (2016).  How neural network depth compensates for HMM conditional independence assumptions in DNN-HMM acoustic models. Proceedings of Interspeech 2016.
2015
Marczak, B., Scott-Railton J., & McKune S. (2015).  Hacking Team Reloaded? US - Based Ethiopian Journalists Again Targeted with Spyware. The Citizen Lab.
Vallina-Rodriguez, N., Sundaresan S., Kreibich C., & Paxson V. (2015).  Header Enrichment or ISP Enrichment: Emerging Privacy Threats in Mobile Networks.
2014
Marczak, B., Guarnieri C., Marquis-Boire M., & Scott-Railton J. (2014).  Hacking Team and the Targeting of Ethiopian Journalists. The Citizen Lab.
Marczak, B., Guarnieri C., Marquis-Boire M., Scott-Railton J., & McKune S. (2014).  Hacking Team's US Nexus. The Citizen Lab.
Weaver, N., Kreibich C., Dam M., & Paxson V. (2014).  Here Be Web Proxies. 8362, 183-192.
Sommer, R., Vallentin M., De Carli L., & Paxson V. (2014).  HILTI: An Abstract Execution Environment for Deep, Stateful Network Traffic Analysis.
Shem-Tov, D., & Halperin E. (2014).  Historical Pedigree Reconstruction from Extant Populations Using PArtitioning of RElatives (PREPARE). PLoS Computational Biology. 10(6), 
Kapravelos, A., Grier C., Chachra N., Kruegel C., Vigna G., & Paxson V. (2014).  Hulk: Eliciting Malicious Behavior in Browser Extensions.
Ravuri, S. (2014).  Hybrid MLP/Structured-SVM Tandem Systems for Large Vocabulary and Robust ASR.
2013
Cook, H., Moretó M., Bird S., Dao K., Patterson D., & Asanović K. (2013).  A Hardware Evaluation of Cache Partitioning to Improve Utilization and Energy-Efficiency while Preserving Responsiveness.
Akhawe, D., Amann J., Vallentin M., & Sommer R. (2013).  Here's My Cert, So Trust Me, Maybe? Understanding TLS Errors on the Web.
Maire, M., Yu S. X., & Perona P. (2013).  Hierarchical Scene Annotation.
Bhattacharya, A. A., Culler D. E., Friedman E., Ghodsi A., Shenker S., & Stoica I. (2013).  Hierarchical Scheduling for Diverse Datacenter Workloads.
Scott, C., Wundsam A., Whitlock S., Or A., Huang E., Zarifis K., et al. (2013).  How Did We Get Into This Mess? Isolating Fault-Inducing Inputs to SDN Control Software.
Choi, J., Lei H., Ekambaram V., Kelm P., Gottlieb L., Sikora T., et al. (2013).  Human Vs Machine: Establishing a Human Baseline for Multimodal Location Estimation.
Makin, J., & Narayanan S. (2013).  A Hybrid-System Model of the Coagulation Cascade. 206-212.

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