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Uday Singh Saini
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Year
Relation schema induction using tensor factorization with side information
M Nimishakavi, US Saini, P Talukdar
arXiv preprint arXiv:1605.04227, 2016
232016
NFC for Pervasive Healthcare Monitoring
TV Prabhakar, U Mysore, U Saini, KJ Vinoy, B Amruthur
2015 28th International Conference on VLSI Design, 75-80, 2015
72015
Carl-g: Clustering-accelerated representation learning on graphs
W Shiao, US Saini, Y Liu, T Zhao, N Shah, EE Papalexakis
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
42023
A peek into the hidden layers of a convolutional neural network through a factorization lens
US Saini, EE Papalexakis
arXiv preprint arXiv:1806.02012, 2018
42018
Analyzing Representations inside Convolutional Neural Networks
US Saini, EE Papalexakis
arXiv preprint arXiv:2012.12516, 2020
22020
Harvester: Principled Factorization-based Temporal Tensor Granularity Estimation
RS Pasricha, US Saini, ND Sidiropoulos, F Fang, K Chan, ...
SIAM International Conference on Data Mining (SDM23), 2023
12023
TENALIGN: Joint Tensor Alignment and Coupled Factorization
Y Wu, US Saini, J Chen, EE Papalexakis
IEEE International Conference on Data Mining (ICDM) 2022, 2022
12022
Subspace Clustering Based Analysis of Neural Networks
US Saini, P Devineni, EE Papalexakis
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
12021
Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach
P Aboagye, Y Zheng, J Wang, US Saini, X Dai, M Yeh, Y Fan, Z Zhuang, ...
arXiv preprint arXiv:2401.02987, 2024
2024
Analysis of Causal and Non-Causal Convolution Networks for Time Series Classification
US Saini, Z Zhuang, CCM Yeh, W Zhang, EE Papalexakis
Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024
2024
Neural Additive Tensor Decomposition
D Ahn, US Saini, EE Papalexakis, A Payani
2023
Multi-aspect Matrix Factorization based Visualization of Convolutional Neural Networks
US Saini, EE Papalexakis
2022 IEEE 9th International Conference on Data Science and Advanced …, 2022
2022
Characterizing & Exploring Deep CNN Representations Using Factorization
US Saini, EE Papalexakis
32nd Conference on Neural Information Processing Systems (NIPS 2018 …, 2018
2018
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Articles 1–13