Chanakya Ajit Ekbote

According to our database, Chanakya Ajit Ekbote authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Local to Global: Learning Dynamics and Effect of Initialization for Transformers.

Ashok Vardhan Makkuva, Marco Bondaschi, Chanakya Ekbote, Adway Girish, Alliot Nagle, Hyeji Kim, Michael Gastpar

CoRR, 2024

2023

FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations.

Chanakya Ekbote, Ajinkya Pankaj Deshpande, Arun Iyer, Sundararajan Sellamanickam, Ramakrishna Bairi

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

2022

Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions.

Chanakya Ekbote, Moksh Jain, Payel Das, Yoshua Bengio

CoRR, 2022

A Piece-Wise Polynomial Filtering Approach for Graph Neural Networks.

Vijay Lingam, Manan Sharma, Chanakya Ekbote, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Biological Sequence Design with GFlowNets.

Moksh Jain, Emmanuel Bengio, Alex Hernández-García, Jarrid Rector-Brooks, Bonaventure F. P. Dossou, Chanakya Ajit Ekbote, Jie Fu, Tianyu Zhang, Michael Kilgour, Dinghuai Zhang, Lena Simine, Payel Das, Yoshua Bengio

Proceedings of the International Conference on Machine Learning, 2022

2020

A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks.

Shravan Nayak, Chanakya Ajit Ekbote, Annanya Pratap Singh Chauhan, Raghuram Bharadwaj Diddigi, Prishita Ray, Abhinava Sikdar, Sai Koti Reddy Danda, Shalabh Bhatnagar

CoRR, 2020

Stochastic Game Frameworks for Efficient Energy Management in Microgrid Networks.

Shravan Nayak, Chanakya Ajit Ekbote, Annanya Pratap Singh Chauhan, Raghuram Bharadwaj Diddigi, Prishita Ray, Abhinava Sikdar, Sai Koti Reddy Danda, Shalabh Bhatnagar

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020