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Conference and Workshop Papers
- 2024
[c9]Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Simplicial Complex Learning from Edge Flows via Sparse Clique Sampling. EUSIPCO 2024: 2332-2336- [c8]Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
SaNN: Simple Yet Powerful Simplicial-aware Neural Networks. ICLR 2024 - [c7]Hiren Madhu, Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Unsupervised Parameter-free Simplicial Representation Learning with Scattering Transforms. ICML 2024 - [c6]Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Gaussian Processes for Predicting Simplicial Closure. SAM 2024: 1-5 - 2023
- [c5]Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Gaussian Processes for Edge Flow Prediction with Active Learning. ACSSC 2023: 809-813 - 2022
- [c4]Rajat Kumar, Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Identifying Core-Periphery Structures Using Graph Neural Networks. IEEECONF 2022: 251-255 - [c3]Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Learning Sparse Graphs with a Core-Periphery Structure. ICASSP 2022: 5837-5841 - 2021
- [c2]Sravanthi Gurugubelli, Sai Kiran Kadambari, Sundeep Prabhakar Chepuri:
Learning a Partial Graph and the Nyström Extension for Spectral Clustering. ACSCC 2021: 1531-1535 - [c1]Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Learning Multi-layer Graphs and a Common Representation for Clustering. EUSIPCO 2021: 1830-1834
Informal and Other Publications
- 2022
- [i3]Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Generative Models and Learning Algorithms for Core-Periphery Structured Graphs. CoRR abs/2210.01489 (2022) - 2021
- [i2]Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Learning Sparse Graphs with a Core-periphery Structure. CoRR abs/2110.04022 (2021) - 2020
- [i1]Sravanthi Gurugubelli, Sundeep Prabhakar Chepuri:
Graph Learning for Clustering Multi-view Data. CoRR abs/2010.12301 (2020)
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