Ping Tak Peter Tang - researchr alias

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Viewing Publication 1 - 47 from 47

2022

2021

Training Recommender Systems at Scale: Communication-Efficient Model and Data ParallelismVipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney. kdd 2021: 2928-2936 [doi]

SecNDP: Secure Near-Data Processing with Untrusted MemoryWenjie 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 0001, Hsien-Hsin S. Lee. iacr, 2021:1642, 2021. [doi]

2020

Appropriate Evaluation of Diagnostic Utility of Machine Learning Algorithm Generated ImagesYoung 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. nips 2020: 179-193 [doi]

2019

Leveraging the bfloat16 Artificial Intelligence Datatype For Higher-Precision ComputationsGreg Henry, Ping Tak Peter Tang, Alexander Heinecke. arith 2019: 69-76 [doi]

Sparse Dictionary Learning by Dynamical Neural NetworksTsung-Han Lin, Ping Tak Peter Tang. iclr 2019: [doi]

2018

A Progressive Batching L-BFGS Method for Machine LearningRaghu Bollapragada, Dheevatsa Mudigere, Jorge Nocedal, Hao-Jun Michael Shi, Ping Tak Peter Tang. icml 2018: 619-628 [doi]

2017

On Large-Batch Training for Deep Learning: Generalization Gap and Sharp MinimaNitish Shirish Keskar, Dheevatsa Mudigere, Jorge Nocedal, Mikhail Smelyanskiy, Ping Tak Peter Tang. iclr 2017: [doi]

Faster CNNs with Direct Sparse Convolutions and Guided PruningJongSoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li 0001, Yiran Chen, Pradeep Dubey. iclr 2017: [doi]

2016

Feast Eigensolver for Non-Hermitian ProblemsJames Kestyn, Eric Polizzi, Ping Tak Peter Tang. siamsc, 38(5), 2016. [doi]

A New Multiplication Algorithm for Extended Precision Using Floating-Point ExpansionsJean-Michel Muller, Valentina Popescu, Ping Tak Peter Tang. arith 2016: 39-46 [doi]

2015

n-VectorsStef Graillat, Christoph Quirin Lauter, Ping Tak Peter Tang, Naoya Yamanaka, Shin'ichi Oishi. TOMS, 41(4):24, 2015. [doi]

Zolotarev Quadrature Rules and Load Balancing for the FEAST EigensolverStefan Güttel, Eric Polizzi, Ping Tak Peter Tang, Gautier Viaud. siamsc, 37(4), 2015. [doi]

2014

Guest Editors' Introduction: Special Section on Computer ArithmeticAlberto Nannarelli, Peter-Michael Seidel, Ping Tak Peter Tang. TC, 63(8):1852-1853, 2014. [doi]

Anton 2: Raising the Bar for Performance and Programmability in a Special-Purpose Molecular Dynamics SupercomputerDavid 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, Richard C. 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. sc 2014: 41-53 [doi]

FEAST As A Subspace Iteration Eigensolver Accelerated By Approximate Spectral ProjectionPing Tak Peter Tang, Eric Polizzi. siammax, 35(2):354-390, 2014. [doi]

A new highly parallel non-Hermitian eigensolverPing Tak Peter Tang, James Kestyn, Eric Polizzi. springsim 2014: 1 [doi]

2013

2012

Efficient backprojection-based synthetic aperture radar computation with many-core processorsJongSoo Park, Ping Tak Peter Tang, Mikhail Smelyanskiy, Daehyun Kim, Thomas Benson. sc 2012: 28 [doi]

A framework for low-communication 1-D FFTPing Tak Peter Tang, JongSoo Park, Daehyun Kim, Vladimir Petrov. sc 2012: 42 [doi]

2011

Radix-8 Digit-by-Rounding: Achieving High-Performance Reciprocals, Square Roots, and Reciprocal Square RootsJ. Adam Butts, Ping Tak Peter Tang, Ron O. Dror, David E. Shaw. arith 2011: 149-158 [doi]

Tight Certification Techniques for Digit-by-Rounding Algorithms with Application to a New 1/sqrt(x) DesignPing Tak Peter Tang, J. Adam Butts, Ron O. Dror, David E. Shaw. arith 2011: 159-168 [doi]

2009

A Software Implementation of the IEEE 754R Decimal Floating-Point Arithmetic Using the Binary Encoding FormatMarius Cornea, John Harrison, Cristina Anderson, Ping Tak Peter Tang, Eric Schneider, Evgeny Gvozdev. TC, 58(2):148-162, 2009. [doi]

2007

A Software Implementation of the IEEE 754R Decimal Floating-Point Arithmetic Using the Binary Encoding FormatMarius Cornea, Cristina Anderson, John Harrison, Ping Tak Peter Tang, Eric Schneider, Charles Tsen. arith 2007: 29-37 [doi]

Modular Multiplication using Redundant Digit DivisionPing Tak Peter Tang. arith 2007: 217-224 [doi]

2005

DFTI---a new interface for fast fourier transform librariesPing Tak Peter Tang. TOMS, 31(4):475-507, 2005. [doi]

2003

Intel® Itanium® floating-point architectureMarius Cornea, John Harrison, Ping Tak Peter Tang. wcae 2003: 3 [doi]

An Overview of Floating-Point Support and Math Library on the Intel XScale:::TM::: ArchitectureCristina Iordache, Ping Tak Peter Tang. arith 2003: 122-128 [doi]

2000

A Comprehensive DFT API for Scientific ComputingPing Tak Peter Tang. ifip2-5 2001: 235-256

1999

New Algorithms for Improved Transcendental Functions on IA-64Shane Story, Ping Tak Peter Tang. arith 1999: 4-11 [doi]

A Proposal for a Comprehensive Package for Discrete Fourier TransformPing Tak Peter Tang. ppsc 1999:

1997

Implementing the Complex Arcsine and Arccosine Functions Using Exception HandlingT. E. Hull, Thomas F. Fairgrieve, Ping Tak Peter Tang. TOMS, 23(3):299-335, 1997. [doi]

1995

It Takes Six Ones To Reach a FlawTim Coe, Ping Tak Peter Tang. arith 1995: 140 [doi]

1994

Fast Band-Toeplitz Preconditioners for Hermitian Toeplitz SystemsRaymond H. Chan, Ping Tak Peter Tang. siamsc, 15(1):164-171, 1994. [doi]

Implementing complex elementary functions using exception handlingT. E. Hull, Thomas F. Fairgrieve, Ping Tak Peter Tang. TOMS, 20(2):215-244, 1994. [doi]

Dynamic Condition Estimation and Rayleigh-Ritz ApproximationPing Tak Peter Tang. siammax, 15(1):331-346, January 1994. [doi]

1993

A Cholesky Up- and Downdating Algorithm for Systolic and SIMD ArchitecturesChristian H. Bischof, C. T. Pan, Ping Tak Peter Tang. siamsc, 14(3):670-676, 1993. [doi]

Constrained minimax approximation and optimal preconditioned for Toeplitz matricesRaymond H. Chan, Ping Tak Peter Tang. na, 5(7):353-364, 1993. [doi]

1992

Table-driven implementation of the Expm1 function in IEEE floating-point arithmeticPing Tak Peter Tang. TOMS, 18(2):211-222, 1992. [doi]

1991

Table-lookup algorithms for elementary functions and their error analysisPing Tak Peter Tang. arith 1991: 232-236 [doi]

1990

Accurate and efficient testing of the exponential and logarithm functionsPing Tak Peter Tang. TOMS, 16(3):185-200, 1990. [doi]

Table-driven implementation of the logarithm function in IEEE floating-point arithmeticPing Tak Peter Tang. TOMS, 16(4):378-400, 1990. [doi]

1989

Table-driven implementation of the exponential function in IEEE floating-point arithmeticPing Tak Peter Tang. TOMS, 15(2):144-157, 1989. [doi]

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