S. Sumitra

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Neighborhood Preserving

Kernel Learning

Top Venues

Eng. Appl. Artif. Intell.

Ann. Math. Artif. Intell.

Publications

Asif Salim, S. Sumitra
Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Asif Salim, S. S. Shiju, S. Sumitra
Neighborhood Preserving Kernels for Attributed Graphs. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Adarsh Kappiyath, Silpa Vadakkeeveetil Sreelatha, S. Sumitra
Self-Supervised Enhancement of Latent Discovery in GANs. AAAI (2022)
Asif Salim, S. S. Shiju, S. Sumitra
Graph kernels based on optimal node assignment. Knowl. Based Syst. 244 (2022)
Pratik Kar, Vineeth Bala Sukumaran, S. Sumitra
On safe sequential optimization using posterior sampling. SPCOM (2022)
Adarsh Kappiyath, Silpa V. S, S. Sumitra
Disentanglement based Active Learning. IJCNN (2021)
Silpa Vadakkeeveetil Sreelatha, Adarsh Kappiyath, S. Sumitra
Self-supervised Enhancement of Latent Discovery in GANs. CoRR (2021)
Asif Salim, Shiju S. S., S. Sumitra
Neighborhood Preserving Kernels for Attributed Graphs. CoRR (2020)
Asif Salim, S. Sumitra
Framework for Designing Filters of Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory. CoRR (2020)
Asif Salim, S. S. Shiju, S. Sumitra
Design of multi-view graph embedding using multiple kernel learning. Eng. Appl. Artif. Intell. 90 (2020)
A. Aravindh, S. S. Shiju, S. Sumitra
Kernel collaborative online algorithms for multi-task learning. Ann. Math. Artif. Intell. 86 (4) (2019)
Silpa V. S, Adarsh K, S. Sumitra, Raju K. George
Disentanglement based Active Learning. CoRR (2019)
Rahul Vashisht, H. Viji, T. Sundararajan, D. Mohankumar, S. Sumitra
Structural Health Monitoring of Cantilever Beam, a Case Study - Using Bayesian Neural Network AND Deep Learning. CoRR (2019)
Shiju S. S., Asif Salim, S. Sumitra
Multiple kernel learning using composite kernel functions. Eng. Appl. Artif. Intell. 64 (2017)
Asif Salim, S. S. Shiju, S. Sumitra
Effectiveness of Representation and Length Variation of Shortest Paths in Graph Classification. PReMI (2017)
S. S. Shiju, Asif Salim, S. Sumitra
Formulation of Two Stage Multiple Kernel Learning Using Regression Framework. PReMI (2017)
Shiju S. S., S. Sumitra
Multiple kernel learning using single stage function approximation for binary classification problems. Int. J. Syst. Sci. 48 (16) (2017)