Efficient Scaling of Dynamic Graph Neural Networks
- Venkatesan T. Chakaravarthy
- Shivmaran S. Pandian
- et al.
- 2021
- SC 2021
Publications
18 results for Shashanka Ubaru
Dynamic graph and polynomial chaos based models for contact tracing data analysis and optimal testing prescription
- Shashanka Ubaru
- Lior Horesh
- et al.
- 2021
- Journal of Biomedical Informatics
Sparse graph based sketching for fast numerical linear algebra
- Dong Hu
- Shashanka Ubaru
- et al.
- 2021
- ICASSP 2021
Dynamic Graph Convolutional Networks Using the Tensor M-Product
- Osman Asif Malik
- Shashanka Ubaru
- et al.
- 2021
- SDM 2021
Spectrum-adapted polynomial approximation for matrix functions with applications in graph signal processing
- Tiffany Fan
- David I. Shuman
- et al.
- 2020
- Algorithms
Find the dimension that counts: Fast dimension estimation and Krylov PCA
- Shashanka Ubaru
- Abd Krim Seghouane
- et al.
- 2019
- SDM 2019
Sampling and multilevel coarsening algorithms for fast matrix approximations
- Shashanka Ubaru
- Yousef Saad
- 2019
- Numer. Linear Algebra. Appl.
Fast estimation of tr(f(A)) via stochastic Lanczos quadrature
- Shashanka Ubaru
- Jie Chen
- et al.
- 2017
- SIMAX