Aseem Baranwal

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Sum Product Algorithm

Linear Separability

Loopy Belief Propagation

Top Venues

J. Mach. Learn. Res.

Publications

Robert Wang, Aseem Baranwal, Kimon Fountoulakis
Analysis of Corrected Graph Convolutions. CoRR (2024)
Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath
Optimality of Message-Passing Architectures for Sparse Graphs. NeurIPS (2023)
Aseem Baranwal, Aukosh Jagannath, Kimon Fountoulakis
Optimality of Message-Passing Architectures for Sparse Graphs. CoRR (2023)
Kimon Fountoulakis, Amit Levi, Shenghao Yang, Aseem Baranwal, Aukosh Jagannath
Graph Attention Retrospective. J. Mach. Learn. Res. 24 (2023)
Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath
Effects of Graph Convolutions in Multi-layer Networks. ICLR (2023)
Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath
Effects of Graph Convolutions in Deep Networks. CoRR (2022)
Kimon Fountoulakis, Amit Levi, Shenghao Yang, Aseem Baranwal, Aukosh Jagannath
Graph Attention Retrospective. CoRR (2022)
Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization. ICML (2021)
Aseem Baranwal, Kimon Fountoulakis, Aukosh Jagannath
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization. CoRR (2021)