Azalia Mirhoseini

According to our database1, Azalia Mirhoseini authored at least 29 papers between 2010 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




RankMap: A Framework for Distributed Learning From Dense Data Sets.
IEEE Trans. Neural Netw. Learning Syst., 2018

ParLearning 2018 Invited Talk 2.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Introduction to ParLearning 2018.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

RISE: An Automated Framework for Real-Time Intelligent Video Surveillance on FPGA.
ACM Trans. Embedded Comput. Syst., 2017

TinyDL: Just-in-time deep learning solution for constrained embedded systems.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

ExtDict: Extensible Dictionaries for Data- and Platform-Aware Large-Scale Learning.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Device Placement Optimization with Reinforcement Learning.
Proceedings of the 34th International Conference on Machine Learning, 2017

Deep3: Leveraging Three Levels of Parallelism for Efficient Deep Learning.
Proceedings of the 54th Annual Design Automation Conference, 2017

Automated Real-Time Analysis of Streaming Big and Dense Data on Reconfigurable Platforms.
TRETS, 2016

Chime: Checkpointing Long Computations on Interm ittently Energized IoT Devices.
IEEE Trans. Multi-Scale Computing Systems, 2016

Deterministic Column Sampling for Low-Rank Matrix Approximation: Nyström vs. Incomplete Cholesky Decomposition.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

DeLight: Adding Energy Dimension To Deep Neural Networks.
Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016

CryptoML: Secure outsourcing of big data machine learning applications.
Proceedings of the 2016 IEEE International Symposium on Hardware Oriented Security and Trust, 2016

Perform-ML: performance optimized machine learning by platform and content aware customization.
Proceedings of the 53rd Annual Design Automation Conference, 2016

Going deeper than deep learning for massive data analytics under physical constraints.
Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016

Phase Change Memory Write Cost Minimization by Data Encoding.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2015

Flexible Transformations For Learning Big Data.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

DA Systemization of Knowledge: A Catalog of Prior Forward-Looking Initiatives.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

SSketch: An Automated Framework for Streaming Sketch-Based Analysis of Big Data on FPGA.
Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

AHEAD: automated framework for hardware accelerated iterative data analysis.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Idetic: A high-level synthesis approach for enabling long computations on transiently-powered ASICs.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

Automated checkpointing for enabling intensive applications on energy harvesting devices.
Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED), 2013

Coding-based energy minimization for phase change memory.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

A Unified Framework for Multimodal Submodular Integrated Circuits Trojan Detection.
IEEE Trans. Information Forensics and Security, 2011

Learning to manage combined energy supply systems.
Proceedings of the 2011 International Symposium on Low Power Electronics and Design, 2011

Hybrid heterogeneous energy supply networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

HypoEnergy. Hybrid supercapacitor-battery power-supply optimization for Energy efficiency.
Proceedings of the Design, Automation and Test in Europe, 2011

A Unified Submodular Framework for Multimodal IC Trojan Detection.
Proceedings of the Information Hiding - 12th International Conference, 2010

Real time emulations: foundation and applications.
Proceedings of the 47th Design Automation Conference, 2010