Aseem Baranwal

According to our database, Aseem Baranwal authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Analysis of Corrected Graph Convolutions.

Robert Wang, Aseem Baranwal, Kimon Fountoulakis

CoRR, 2024

Leveraging Generative Pre-Trained Transformer Models for Standardizing Nursing Data.

Aseem Baranwal, Alexander Semenov, Patricia De Oliveira Salgado, Karen B. Priola, Yingwei Yao, Gail M. Keenan, Tamara Goncalves Rezende Macieira

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

2023

Graph Attention Retrospective.

Kimon Fountoulakis, Amit Levi, Shenghao Yang, Aseem Baranwal, Aukosh Jagannath

J. Mach. Learn. Res., 2023

Optimality of Message-Passing Architectures for Sparse Graphs.

Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Effects of Graph Convolutions in Multi-layer Networks.

Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Effects of Graph Convolutions in Deep Networks.

Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath

CoRR, 2022

2021

Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization.

Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath

Proceedings of the 38th International Conference on Machine Learning, 2021