PD
Pradeep Dubey
cs.LGstat.MLcs.DCcs.AIcs.NEecon.THcs.CLAgriculturecs.CVcs.GT
On Valency
published · living versionsW_u7fa5rax·v1 · currentpublished
MLSys: The New Frontier of Machine Learning Systems
with Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen +64
1 version
Preprints & journals
36 papers in the corpus · 2011–2024Mixed Precision Training of Convolutional Neural Networks using Integer Operations1802.00930v2 · Dipankar Das, Naveen Mellempudi, Dheevatsa Mudigere et al.2018 · 129 citationsarXiv
HamLib: A library of Hamiltonians for benchmarking quantum algorithms and hardware2306.13126v5 · Nicolas PD Sawaya, Daniel Marti-Dafcik, Yang Ho et al.2023 · 23 citationsQuantum 8, 1559 (2024)
Money as Minimal Complexity1512.02317v2 · Pradeep Dubey, Siddhartha Sahi, Martin Shubik2015 · 0 citationsarXiv
Graphical Exchange Mechanisms1512.04637v1 · Pradeep Dubey, Siddhartha Sahi, Martin Shubik2015 · 2 citationsarXiv
Putting all eggs in one basket: some insights from a correlation inequality2403.15957v2 · Pradeep Dubey, Siddhartha Sahi, Guanyang Wang2024 · 0 citationsarXiv
Emerging concern of nano-pollution in agro-ecosystem: Flip side of nanotechnology.38728836 · Moulick, Debojyoti, Majumdar, Arnab, Choudhury, Abir et al.2024 · 24 citationsPlant physiology and biochemistry : PPB. 2024;211:108704
Game Representations and Extensions of the Shapley Value2401.09845v1 · Pradeep Dubey2024 · 0 citationsarXiv
Microscaling Data Formats for Deep Learning2310.10537v3 · Bita Darvish Rouhani, Ritchie Zhao, Ankit More et al.2023 · 9 citationsarXiv
AUTOSPARSE: Towards Automated Sparse Training of Deep Neural Networks2304.06941v1 · Abhisek Kundu, Naveen K. Mellempudi, Dharma Teja Vooturi et al.2023 · 2 citationsarXiv
Double transplantation as a climate resilient and sustainable resource management strategy for rice production in eastern Uttar Pradesh, north India.36577302 · Dubey, Pradeep Kumar, Chaurasia, Rajan, Pandey, Krishna Kumar et al.2023 · 22 citationsJournal of environmental management. 2023;329:117082
Assessing the impact of global initiatives on current and future land restoration scenarios in India.36206925 · Edrisi, Sheikh Adil, Bundela, Amit Kumar, Verma, Vivek et al.2022 · 20 citationsEnvironmental research. 2023;216(Pt 1):114413
FP8 Formats for Deep Learning2209.05433v2 · Paulius Micikevicius, Dusan Stosic, Neil Burgess et al.2022 · 50 citationsarXiv
Effect of combined dry-wet irrigation and microbial dynamics on soil nutrient bioavailabilityx52k99 · Arnab Majumdar, Munish Kumar Upadhyay, Pradeep Kumar Dubey et al.2022 · 11 citationsEarthArXiv
MISIM: A Neural Code Semantics Similarity System Using the Context-Aware Semantics Structure2006.05265v6 · Fangke Ye, Shengtian Zhou, Anand Venkat et al.2020 · 5 citationsarXiv
Steering the restoration of degraded agroecosystems during the United Nations Decade on Ecosystem Restoration.33309393 · Dubey, Pradeep Kumar, Singh, Ajeet, Raghubanshi, Apoorva et al.2021 · 63 citationsJournal of environmental management. 2021;280:111798
Systolic Computing on GPUs for Productive Performance2010.15884v1 · Hongbo Rong, Xiaochen Hao, Yun Liang et al.2020 · 2 citationsarXiv
K-TanH: Efficient TanH For Deep Learning1909.07729v3 · Abhisek Kundu, Alex Heinecke, Dhiraj Kalamkar et al.2019 · 3 citationsarXiv
Sustainable agronomic practices for enhancing the soil quality and yield of Cicer arietinum L. under diverse agroecosystems.32250780 · Dubey, Rama Kant, Dubey, Pradeep Kumar, Chaurasia, Rajan et al.2020 · 43 citationsJournal of environmental management. 2020;262:110284
Context-Aware Parse Trees2003.11118v1 · Fangke Ye, Shengtian Zhou, Anand Venkat et al.2020 · 2 citationsarXiv
MLSys: The New Frontier of Machine Learning Systems1904.03257v3 · Alexander Ratner, Dan Alistarh, Gustavo Alonso et al.2019 · 20 citationsarXivon Valency
A Study of BFLOAT16 for Deep Learning Training1905.12322v3 · Dhiraj Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi et al.2019 · 61 citationsarXiv
On Scale-out Deep Learning Training for Cloud and HPC1801.08030v1 · Srinivas Sridharan, Karthikeyan Vaidyanathan, Dhiraj Kalamkar et al.2018 · 19 citationsarXiv
Ternary Residual Networks1707.04679v2 · Abhisek Kundu, Kunal Banerjee, Naveen Mellempudi et al.2017 · 6 citationsarXiv
Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data1708.05256v1 · Thorsten Kurth, Jian Zhang, Nadathur Satish et al.2017 · 25 citationsarXiv
Faster CNNs with Direct Sparse Convolutions and Guided Pruning1608.01409v5 · Jongsoo Park, Sheng Li, Wei Wen et al.2016 · 138 citationsarXiv
Ternary Neural Networks with Fine-Grained Quantization1705.01462v3 · Naveen Mellempudi, Abhisek Kundu, Dheevatsa Mudigere et al.2017 · 61 citationsarXiv
Parallelizing Word2Vec in Multi-Core and Many-Core Architectures1611.06172v2 · Shihao Ji, Nadathur Satish, Sheng Li et al.2016 · 8 citationsarXiv
PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures1607.08220v1 · Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram et al.2016 · 41 citationsarXiv
Parallelizing Word2Vec in Shared and Distributed Memory1604.04661v2 · Shihao Ji, Nadathur Satish, Sheng Li et al.2016 · 78 citationsarXiv
BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies1511.06909v7 · Shihao Ji, S. V. N. Vishwanathan, Nadathur Satish et al.2015 · 61 citationsarXiv
Distributed Deep Learning Using Synchronous Stochastic Gradient Descent1602.06709v1 · Dipankar Das, Sasikanth Avancha, Dheevatsa Mudigere et al.2016 · 148 citationsarXiv
Decentralization of a Machine: Some Definitions1511.06384v1 · Pradeep Dubey2015 · 0 citationsarXiv
Lattice QCD with Domain Decomposition on Intel Xeon Phi Co-Processors1412.2629v1 · Simon Heybrock, B'alint Jo'o, Dhiraj D. Kalamkar et al.2014 · 45 citationsarXiv
Smart phone applications as a source of information on stroke.24949314 · Dubey, Divyanshu, Amritphale, Amod, Sawhney, Anshudha et al.2014 · 75 citationsJournal of stroke. 2014;16(2):86-90
High-Performance 3D Compressive Sensing MRI Reconstruction Using Many-Core Architectures.21922017 · Kim, Daehyun, Trzasko, Joshua, Smelyanskiy, Mikhail et al.2011 · 31 citationsInternational journal of biomedical imaging. 2011;2011:473128
High-performance 3D compressive sensing MRI reconstruction.21096822 · Kim, Daehyun, Trzasko, Joshua D, Smelyanskiy, Mikhail et al.2011 · 13 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2010;2010:3321-4
Career total: 346 works. 36 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.