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Vinod Kumar Chauhan
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Year
Problem formulations and solvers in linear SVM: a review
VK Chauhan, K Dahiya, A Sharma
Artificial Intelligence Review 52 (2), 803-855, 2019
3922019
The relationship between nested patterns and the ripple effect in complex supply networks
VK Chauhan, S Perera, A Brintrup
International Journal of Production Research 59 (1), 325-341, 2021
432021
Online handwritten Gurmukhi word recognition using fine-tuned deep convolutional neural network on offline features
S Singh, A Sharma, VK Chauhan
Machine Learning with Applications 5, 100037, 2021
282021
A Brief Review of Hypernetworks in Deep Learning
VK Chauhan, J Zhou, P Lu, S Molaei, DA Clifton
arXiv preprint arXiv:2306.06955, 2023
272023
Smoke Testing
VK Chauhan
International Journal of Scientific and Research Publications 4 (2), 2014
20*2014
Mini-batch block-coordinate based stochastic average adjusted gradient methods to solve big data problems
VK Chauhan, K Dahiya, A Sharma
Asian Conference on Machine Learning, 49-64, 2017
162017
A self controlled RDP approach for feature extraction in online handwriting recognition using deep learning
S Singh, VK Chauhan, EHB Smith
Applied Intelligence 50 (7), 2093-2104, 2020
132020
HCR-Net: A deep learning based script independent handwritten character recognition network
VK Chauhan, S Singh, A Sharma
Multimedia Tools and Applications, 1-35, 2024
112024
Faster learning by reduction of data access time
VK Chauhan, A Sharma, K Dahiya
Applied Intelligence 48 (12), 4715-4729, 2018
8*2018
Synthesizing Mixed-type Electronic Health Records using Diffusion Models
T Ceritli, GO Ghosheh, VK Chauhan, T Zhu, AP Creagh, DA Clifton
arXiv preprint arXiv:2302.14679, 2023
72023
Stochastic trust region inexact Newton method for large-scale machine learning
VK Chauhan, A Sharma, K Dahiya
International Journal of Machine Learning and Cybernetics 11 (7), 1541-1555, 2020
72020
Adversarial De-confounding in Individualised Treatment Effects Estimation
VK Chauhan, S Molaei, MH Tania, A Thakur, T Zhu, DA Clifton
International Conference on Artificial Intelligence and Statistics, 837-849, 2023
62023
A data-driven method to assess the causes and impact of delay propagation in air transportation systems
V Giannikas, A Ledwoch, G Stojković, P Costas, A Brintrup, AAS Al-Ali, ...
Transportation Research Part C: Emerging Technologies 143, 103862, 2022
62022
Saags: Biased stochastic variance reduction methods for large-scale learning
VK Chauhan, A Sharma, K Dahiya
Applied Intelligence 49 (9), 3331-3361, 2019
52019
Trust Region Levenberg-Marquardt Method for Linear SVM
VK Chauhan, K Dahiya, A Sharma
Ninth International Conference on Advances in Pattern Recognition (ICAPR-2017), 2017
52017
Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing
VK Chauhan, S Mak, AK Parlikad, M Alomari, L Casassa, A Brintrup
Computers & Industrial Engineering 176, 108928, 2023
42023
Continuous Patient State Attention Models
VK Chauhan, A Thakur, O O'Donoghue, O Rohanian, DA Clifton
medRxiv 2022.12.23.22283908, 2022
42022
Dynamic inter-treatment information sharing for individualized treatment effects estimation
VK Chauhan, J Zhou, S Molaei, G Ghosheh, DA Clifton
arXiv preprint arXiv:2305.15984, 2023
3*2023
COPER: Continuous Patient State Perceiver
VK Chauhan, A Thakur, O O'Donoghue, DA Clifton
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022
32022
Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey
S Singh, A Sharma, VK Chauhan
Artificial Intelligence Review 56 (Suppl 3), 3003-3055, 2023
22023
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Articles 1–20