Chanakya Ekbote

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Joint Distribution

Learning Process

Inductive Learning

Top Venues

Publications

Ashok Vardhan Makkuva, Marco Bondaschi, Chanakya Ekbote, Adway Girish, Alliot Nagle, Hyeji Kim, Michael Gastpar
Local to Global: Learning Dynamics and Effect of Initialization for Transformers. CoRR (2024)
Chanakya Ekbote, Ajinkya Pankaj Deshpande, Arun Iyer, Ramakrishna Bairi, Sundararajan Sellamanickam
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations. CoRR (2023)
Chanakya Ekbote, Ajinkya Pankaj Deshpande, Arun Iyer, Sundararajan Sellamanickam, Ramakrishna Bairi
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations. NeurIPS (2023)
Vijay Lingam, Manan Sharma, Chanakya Ekbote, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam
A Piece-Wise Polynomial Filtering Approach for Graph Neural Networks. ECML/PKDD (2) (2022)
Chanakya Ekbote, Moksh Jain, Payel Das, Yoshua Bengio
Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions. CoRR (2022)
Moksh Jain, Emmanuel Bengio, Alex Hernández-García, Jarrid Rector-Brooks, Bonaventure F. P. Dossou, Chanakya Ekbote, Jie Fu, Tianyu Zhang, Michael Kilgour, Dinghuai Zhang, Lena Simine, Payel Das, Yoshua Bengio
Biological Sequence Design with GFlowNets. CoRR (2022)
Vijay Lingam, Chanakya Ekbote, Manan Sharma, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam
A Piece-wise Polynomial Filtering Approach for Graph Neural Networks. CoRR (2021)