Ping Tak Peter Tang

According to our database, Ping Tak Peter Tang authored at least 52 papers between 1989 and 2022.

Collaborative distances:

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

2022

Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models.

Sihuan Li, Jianyu Huang, Ping Tak Peter Tang, Daya Shanker Khudia, Jongsoo Park, Harish Dattatraya Dixit, Zizhong Chen

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale.

Zhaoxia Deng, Jongsoo Park, Ping Tak Peter Tang, Haixin Liu, Jie Yang, Hector Yuen, Jianyu Huang, Daya Shanker Khudia, Xiaohan Wei, Ellie Wen, Dhruv Choudhary, Raghuraman Krishnamoorthi, Carole-Jean Wu, Nadathur Satish, Changkyu Kim, Maxim Naumov, Sam Naghshineh, Mikhail Smelyanskiy

IEEE Micro, 2021

SecNDP: Secure Near-Data Processing with Untrusted Memory.

Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, Hsien-Hsin S. Lee

IACR Cryptol. ePrint Arch., 2021

Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism.

Vipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Mixed-Precision Embedding Using a Cache.

Jie Amy Yang, Jianyu Huang, Jongsoo Park, Ping Tak Peter Tang, Andrew Tulloch

CoRR, 2020

Fast Distributed Training of Deep Neural Networks: Dynamic Communication Thresholding for Model and Data Parallelism.

Vipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney

CoRR, 2020

Appropriate Evaluation of Diagnostic Utility of Machine Learning Algorithm Generated Images.

Young Joon Kwon, Danielle Toussie, Lea Azour, Jose Concepcion, Corey Eber, G. Anthony Reina, Ping Tak Peter Tang, Amish H. Doshi, Eric K. Oermann, Anthony B. Costa

Proceedings of the Machine Learning for Health Workshop, 2020

2019

Sparse Dictionary Learning by Dynamical Neural Networks.

Tsung-Han Lin, Ping Tak Peter Tang

Proceedings of the 7th International Conference on Learning Representations, 2019

Leveraging the bfloat16 Artificial Intelligence Datatype For Higher-Precision Computations.

Greg Henry, Ping Tak Peter Tang, Alexander Heinecke

Proceedings of the 26th IEEE Symposium on Computer Arithmetic, 2019

2018

Dictionary Learning by Dynamical Neural Networks.

Tsung-Han Lin, Ping Tak Peter Tang

CoRR, 2018

A Progressive Batching L-BFGS Method for Machine Learning.

Raghu Bollapragada, Dheevatsa Mudigere, Jorge Nocedal, Hao-Jun Michael Shi, Ping Tak Peter Tang

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results.

Ping Tak Peter Tang, Tsung-Han Lin, Mike Davies

CoRR, 2017

Enabling Sparse Winograd Convolution by Native Pruning.

Sheng R. Li, Jongsoo Park, Ping Tak Peter Tang

CoRR, 2017

Faster CNNs with Direct Sparse Convolutions and Guided Pruning.

Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, Pradeep Dubey

Proceedings of the 5th International Conference on Learning Representations, 2017

On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima.

Nitish Shirish Keskar, Dheevatsa Mudigere, Jorge Nocedal, Mikhail Smelyanskiy, Ping Tak Peter Tang

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Feast Eigensolver for Non-Hermitian Problems.

James Kestyn, Eric Polizzi, Ping Tak Peter Tang

SIAM J. Sci. Comput., 2016

A New Multiplication Algorithm for Extended Precision Using Floating-Point Expansions.

Jean-Michel Muller, Valentina Popescu, Ping Tak Peter Tang

Proceedings of the 23nd IEEE Symposium on Computer Arithmetic, 2016

2015

Efficient Calculations of Faithfully Rounded <i>l</i>₂-Norms of <i>n</i>-Vectors.

Stef Graillat, Christoph Quirin Lauter, Ping Tak Peter Tang, Naoya Yamanaka, Shin'ichi Oishi

ACM Trans. Math. Softw., 2015

Zolotarev Quadrature Rules and Load Balancing for the FEAST Eigensolver.

Stefan Güttel, Eric Polizzi, Ping Tak Peter Tang, Gautier Viaud

SIAM J. Sci. Comput., 2015

2014

Guest Editors' Introduction: Special Section on Computer Arithmetic.

Alberto Nannarelli, Peter-Michael Seidel, Ping Tak Peter Tang

IEEE Trans. Computers, 2014

FEAST As A Subspace Iteration Eigensolver Accelerated By Approximate Spectral Projection.

Ping Tak Peter Tang, Eric Polizzi

SIAM J. Matrix Anal. Appl., 2014

A new highly parallel non-Hermitian eigensolver.

Ping Tak Peter Tang, James Kestyn, Eric Polizzi

Proceedings of the 2014 Spring Simulation Multiconference, 2014

Anton 2: Raising the Bar for Performance and Programmability in a Special-Purpose Molecular Dynamics Supercomputer.

David E. Shaw, J. P. Grossman, Joseph A. Bank, Brannon Batson, J. Adam Butts, Jack C. Chao, Martin M. Deneroff, Ron O. Dror, Amos Even, Christopher H. Fenton, Anthony Forte, Joseph Gagliardo, Gennette Gill, Brian Greskamp, C. Richard Ho, Douglas J. Ierardi, Lev Iserovich, Jeffrey Kuskin, Richard H. Larson, Timothy Layman, Li-Siang Lee, Adam K. Lerer, Chester Li, Daniel Killebrew, Kenneth M. Mackenzie, Shark Yeuk-Hai Mok, Mark A. Moraes, Rolf Mueller, Lawrence J. Nociolo, Jon L. Peticolas, Terry Quan, Daniel Ramot, John K. Salmon, Daniele Paolo Scarpazza, U. Ben Schafer, Naseer Siddique, Christopher W. Snyder, Jochen Spengler, Ping Tak Peter Tang, Michael Theobald, Horia Toma, Brian Towles, Benjamin Vitale, Stanley C. Wang, Cliff Young

Proceedings of the International Conference for High Performance Computing, 2014

2013

A framework for low-communication 1-D FFT.

Ping Tak Peter Tang, Jongsoo Park, Daehyun Kim, Vladimir Petrov

Sci. Program., 2013

Efficient backprojection-based synthetic aperture radar computation with many-core processors.

Jongsoo Park, Ping Tak Peter Tang, Mikhail Smelyanskiy, Daehyun Kim, Thomas Benson

Sci. Program., 2013

Subspace Iteration with Approximate Spectral Projection

Ping Tak Peter Tang, Eric Polizzi

CoRR, 2013

Tera-scale 1D FFT with low-communication algorithm and Intel® Xeon Phi™ coprocessors.

Jongsoo Park, Ganesh Bikshandi, Karthikeyan Vaidyanathan, Ping Tak Peter Tang, Pradeep Dubey, Daehyun Kim

Proceedings of the International Conference for High Performance Computing, 2013

2011

Tight Certification Techniques for Digit-by-Rounding Algorithms with Application to a New 1/sqrt(x) Design.

Ping Tak Peter Tang, J. Adam Butts, Ron O. Dror, David E. Shaw

Proceedings of the 20th IEEE Symposium on Computer Arithmetic, 2011

Radix-8 Digit-by-Rounding: Achieving High-Performance Reciprocals, Square Roots, and Reciprocal Square Roots.

J. Adam Butts, Ping Tak Peter Tang, Ron O. Dror, David E. Shaw

Proceedings of the 20th IEEE Symposium on Computer Arithmetic, 2011

2009

A Software Implementation of the IEEE 754R Decimal Floating-Point Arithmetic Using the Binary Encoding Format.

Marius Cornea, John Harrison, Cristina Anderson, Ping Tak Peter Tang, Eric Schneider, Evgeny Gvozdev

IEEE Trans. Computers, 2009

2007

Modular Multiplication using Redundant Digit Division.

Ping Tak Peter Tang

Proceedings of the 18th IEEE Symposium on Computer Arithmetic (ARITH-18 2007), 2007

A Software Implementation of the IEEE 754R Decimal Floating-Point Arithmetic Using the Binary Encoding Format.

Marius Cornea, Cristina Anderson, John Harrison, Ping Tak Peter Tang, Eric Schneider, Charles Tsen

Proceedings of the 18th IEEE Symposium on Computer Arithmetic (ARITH-18 2007), 2007

2005

DFTI---a new interface for fast fourier transform libraries.

Ping Tak Peter Tang

ACM Trans. Math. Softw., 2005

2003

Intel® Itanium® floating-point architecture.

Marius Cornea, John Harrison, Ping Tak Peter Tang

Proceedings of the 2003 workshop on Computer architecture education, 2003

An Overview of Floating-Point Support and Math Library on the Intel XScale^TM Architecture.

Cristina Iordache, Ping Tak Peter Tang

Proceedings of the 16th IEEE Symposium on Computer Arithmetic (Arith-16 2003), 2003

2002

Scientific computing on the Itanium® processor.

Bruce Greer, John Harrison, Greg Henry, Wei Wayne Li, Ping Tak Peter Tang

Sci. Program., 2002

2001

Scientific computing on the Itanium processor.

Bruce Greer, John Harrison, Greg Henry, Wei Wayne Li, Ping Tak Peter Tang

Proceedings of the 2001 ACM/IEEE conference on Supercomputing, 2001

2000

A Comprehensive DFT API for Scientific Computing.

Ping Tak Peter Tang

Proceedings of the Architecture of Scientific Software, 2000

1999

A Proposal for a Comprehensive Package for Discrete Fourier Transform.

Ping Tak Peter Tang

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

New Algorithms for Improved Transcendental Functions on IA-64.

Shane Story, Ping Tak Peter Tang

Proceedings of the 14th IEEE Symposium on Computer Arithmetic (Arith-14 '99), 1999

1997

Implementing the Complex Arcsine and Arccosine Functions Using Exception Handling.

Thomas E. Hull, Thomas F. Fairgrieve, Ping Tak Peter Tang

ACM Trans. Math. Softw., 1997

1995

It Takes Six Ones To Reach a Flaw.

Tim Coe, Ping Tak Peter Tang

Proceedings of the 12th Symposium on Computer Arithmetic (ARITH-12 '95), 1995

1994

Dynamic Condition Estimation and Rayleigh-Ritz Approximation.

Ping Tak Peter Tang

SIAM J. Matrix Anal. Appl., January, 1994

Implementing complex elementary functions using exception handling.

Thomas E. Hull, Thomas F. Fairgrieve, Ping Tak Peter Tang

ACM Trans. Math. Softw., 1994

Fast Band-Toeplitz Preconditioners for Hermitian Toeplitz Systems.

Raymond H. Chan, Ping Tak Peter Tang

SIAM J. Sci. Comput., 1994

1993

A Cholesky Up- and Downdating Algorithm for Systolic and SIMD Architectures.

Christian H. Bischof, C. T. Pan, Ping Tak Peter Tang

SIAM J. Sci. Comput., 1993

Constrained minimax approximation and optimal preconditioned for Toeplitz matrices.

Raymond H. Chan, Ping Tak Peter Tang

Numer. Algorithms, 1993

1992

Table-driven implementation of the Expm1 function in IEEE floating-point arithmetic.

Ping Tak Peter Tang

ACM Trans. Math. Softw., 1992

1991

Table-lookup algorithms for elementary functions and their error analysis.

Ping Tak Peter Tang

Proceedings of the 10th IEEE Symposium on Computer Arithmetic, 1991

1990

Table-driven implementation of the logarithm function in IEEE floating-point arithmetic.

Ping Tak Peter Tang

ACM Trans. Math. Softw., 1990

Accurate and efficient testing of the exponential and logarithm functions.

Ping Tak Peter Tang

ACM Trans. Math. Softw., 1990

1989

Table-driven implementation of the exponential function in IEEE floating-point arithmetic.

Ping Tak Peter Tang

ACM Trans. Math. Softw., 1989