Ekaterina Gonina

According to our database, Ekaterina Gonina authored at least 16 papers between 2009 and 2020.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2020

A System for Massively Parallel Hyperparameter Tuning.

Liam Li, Kevin G. Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Jonathan Ben-tzur, Moritz Hardt, Benjamin Recht, Ameet Talwalkar

Proceedings of the Third Conference on Machine Learning and Systems, 2020

2019

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.

Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon

CoRR, 2019

2018

Massively Parallel Hyperparameter Tuning.

Liam Li, Kevin G. Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Moritz Hardt, Benjamin Recht, Ameet Talwalkar

CoRR, 2018

State-of-the-Art Speech Recognition with Sequence-to-Sequence Models.

Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Ekaterina Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2014

Scalable multimedia content analysis on parallel platforms using python.

Ekaterina Gonina, Gerald Friedland, Eric Battenberg, Penporn Koanantakool, Michael B. Driscoll, Evangelos Georganas, Kurt Keutzer

ACM Trans. Multim. Comput. Commun. Appl., 2014

2013

A Framework for Productive, Efficient and Portable Parallel Computing.

Ekaterina Gonina

PhD thesis, 2013

2012

Analysis and Optimization of Financial Analytics Benchmark on Modern Multi- and Many-core IA-Based Architectures.

Mikhail Smelyanskiy, Jason Sewall, Dhiraj D. Kalamkar, Nadathur Satish, Pradeep Dubey, Nikita Astafiev, Ilya Burylov, Andrey Nikolaev, Sergey Maidanov, Shuo Li, Sunil Kulkarni, Charles H. Finan, Ekaterina Gonina

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Portable parallel performance from sequential, productive, embedded domain-specific languages.

Shoaib Kamil, Derrick Coetzee, Scott Beamer, Henry Cook, Ekaterina Gonina, Jonathan Harper, Jeffrey Morlan, Armando Fox

Proceedings of the 17th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2012

2011

CUDA-level Performance with Python-level Productivity for Gaussian Mixture Model Applications.

Henry Cook, Ekaterina Gonina, Shoaib Kamil, Gerald Friedland, David A. Patterson, Armando Fox

Proceedings of the 3rd USENIX Workshop on Hot Topics in Parallelism, 2011

Considerations When Evaluating Microprocessor Platforms.

Michael J. Anderson, Bryan Catanzaro, Jike Chong, Ekaterina Gonina, Kurt Keutzer, Chao-Yue Lai, Mark Murphy, David Sheffield, Bor-Yiing Su, Narayanan Sundaram

Proceedings of the 3rd USENIX Workshop on Hot Topics in Parallelism, 2011

Fast speaker diarization using a high-level scripting language.

Ekaterina Gonina, Gerald Friedland, Henry Cook, Kurt Keutzer

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

PALLAS: Mapping Applications onto Manycore.

Michael J. Anderson, Bryan Catanzaro, Jike Chong, Ekaterina Gonina, Kurt Keutzer, Chao-Yue Lai, Mark Murphy, Bor-Yiing Su, Narayanan Sundaram

Proceedings of the Multiprocessor System-on-Chip - Hardware Design and Tool Integration., 2011

2010

Exploring recognition network representations for efficient speech inference on highly parallel platforms.

Jike Chong, Ekaterina Gonina, Kisun You, Kurt Keutzer

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

2009

Parallel scalability in speech recognition.

Kisun You, Jike Chong, Youngmin Yi, Ekaterina Gonina, Christopher J. Hughes, Yen-Kuang Chen, Wonyong Sung, Kurt Keutzer

IEEE Signal Process. Mag., 2009

A fully data parallel WFST-based large vocabulary continuous speech recognition on a graphics processing unit.

Jike Chong, Ekaterina Gonina, Youngmin Yi, Kurt Keutzer

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Scalable HMM based inference engine in large vocabulary continuous speech recognition.

Jike Chong, Kisun You, Youngmin Yi, Ekaterina Gonina, Christopher J. Hughes, Wonyong Sung, Kurt Keutzer

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009