Edwin Pednault

Cited by

	All	Since 2019
Citations	6183	1642
h-index	38	19
i10-index	56	32

340

170

255

1987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202421 33 23 20 30 34 51 95 104 94 102 86 81 84 87 110 131 103 130 139 190 199 185 242 222 254 295 327 214 253 202 250 249 307 314 298 225 246

Public access

View all

2 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Amol GhotingLinkedIn CorporationVerified email at linkedin.com
John GunnelsNVIDIA CorporationVerified email at nvidia.com
Ramesh NatarajanResearch Professor, Yeshiva University, NYVerified email at yu.edu
Giacomo NanniciniUniversity of Southern CaliforniaVerified email at usc.edu
Lior HoreshIBM TJ Watson Research Center | Columbia UniversityVerified email at us.ibm.com
Shirish TatikondaHead of Data Science and ML Engineering, Walmart Data VenturesVerified email at walmart.com
Vikas SindhwaniGoogle DeepMind RoboticsVerified email at google.com
Rajasekar KrishnamurthyAdobe Inc.Verified email at adobe.com
Yuanyuan TianMicrosoft Gray Systems Lab (GSL)Verified email at umich.edu
Bianca ZadroznyIBM Research BrasilVerified email at br.ibm.com
Prabhanjan KambadurBloomberg LPVerified email at bloomberg.net
Edgar SolomonikUniversity of Illinois Urbana-ChampaignVerified email at illinois.edu
Bing LiuDistinguished Professor, University of Illinois at ChicagoVerified email at uic.edu
Padhraic SmythDistinguished Professor, Computer Science, University of California IrvineVerified email at ics.uci.edu
Jane BromleyLecturer, The Open UniversityVerified email at open.ac.uk
Madhu SudanGordon McKay Professor of Computer Science, Harvard UniversityVerified email at cs.harvard.edu
Haixun WangVP of Engineering, Algorithm & Distinguished Scientist at InstacartVerified email at instacart.com
Chandan K. ReddyProfessor, Computer Science, Virginia TechVerified email at cs.vt.edu
Prem MelvilleSocial AlphaVerified email at social-alpha.com
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu

Edwin Pednault

IBM T. J. Watson Research Center

Verified email at us.ibm.com

Quantum Computing Parallel Computing Machine Learning Data Mining AI Planning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
ADL: Exploring the middle ground between STRIPS and the situation calculus EPD Pednault Proceedings of the First International Conference on Principles of Knowledge …, 1989	872	1989
SystemML: Declarative machine learning on MapReduce A Ghoting, R Krishnamurthy, E Pednault, B Reinwald, V Sindhwani, ... 2011 IEEE 27th International Conference on Data Engineering, 231-242, 2011	461	2011
Method for constructing segmentation-based predictive models EPD Pednault, R Natarajan US Patent 7,451,065, 2008	332	2008
Business applications of data mining C Apte, B Liu, EPD Pednault, P Smyth Communications of the ACM 45 (8), 49-53, 2002	298	2002
System and method for increasing the effectiveness of customer contact strategies E Bibelnieks, M Bullock, M Haydock, M Schiller, W Kugel, EPD Pednault, ... US Patent 6,567,786, 2003	262	2003
Data mining based underwriting profitability analysis CV Apte, E Grossman, EPD Pednault, BK Rosen, FA Tipu, H Wang, ... US Patent 5,970,464, 1999	246	1999
Leveraging secondary storage to simulate deep 54-qubit sycamore circuits E Pednault, JA Gunnels, G Nannicini, L Horesh, R Wisnieff arXiv preprint arXiv:1910.09534, 2019	225	2019
System and method for sequential decision making for customer relationship management N Abe, EPD Pednault US Patent 7,403,904, 2008	223	2008
Formulating multiagent, dynamic-world problems in the classical planning framework EPD Pednault Reasoning about Actions and Plans: Proceedings of the 1986 Workshop, 47-82, 1987	201	1987
Synthesizing plans that contain actions with context‐dependent effects EPD Pednault Computational Intelligence 4 (3), 356-372, 1988	190	1988
ADL and the state-transition model of action EPD Pednault Journal of Logic and Computation 4 (5), 467-512, 1994	174	1994
Breaking the 49-qubit barrier in the simulation of quantum circuits E Pednault, JA Gunnels, G Nannicini, L Haoresh, T Magerlein, ... Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States), 2018	171	2018
Nucleic acid structure analysis: Mathematics for local Cartesian and helical structure parameters that are truly comparable between structures MS Babcock, EPD Pednault, WK Olson Journal of Molecular Biology 237 (1), 125-156, 1994	147	1994
NIMBLE: A toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce A Ghoting, P Kambadur, E Pednault, R Kannan Proceedings of the 17th ACM SIGKDD International Conference on Knowledge …, 2011	116	2011
Systems and methods for processing machine learning algorithms in a MapReduce environment DR Burdick, A Ghoting, R Krishnamurthy, EPD Pednault, B Reinwald, ... US Patent 8,612,368, 2013	115	2013
Method for constructing segmentation-based predictive models from data that is particularly well-suited for insurance risk or profitability modeling purposes EPD Pednault US Patent 7,072,841, 2006	114	2006
Method for constructing segmentation-based predictive models EPD Pednault, R Natarajan US Patent 8,392,153, 2013	108	2013
Sequential cost-sensitive decision making with reinforcement learning E Pednault, N Abe, B Zadrozny, H Wang, W Fan, C Apte Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge …, 2002	105	2002
Toward a mathematical theory of plan synthesis EPD Pednault Stanford University, 1987	105	1987
System and method for targeted marketing of goods and/or services to specific customers E Bibelnieks, M Bullock, M Haydock, M Schiller, W Kugel, EPD Pednault, ... US Patent 7,246,083, 2007	104	2007

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors