Publications

1. OSGAN: One Shot Distributed Learning using Generative Adversarial Networks, Anirudh Kasturi, and Chittaranjan Hota, The Journal of Supercomputing, Springer, Q1 Journal, March 2023

2. STONE:When Split meets Transfer for One Shot Learning, Anirudh Kasturi, Akshat Agrawal, Deepanshu Mody, and Chittaranjan Hota, The 37th AAAI Conference on Artificial Intelligence (AAAI-23), Fourth AAAI Privacy-Preserving Artificial Intelligence (PPAI-23) workshop .

3. Auto Encoders for Communication Efficient Distributed Learning, Anirudh Kasturi, Akshat Agrawal, Deepanshu Mody, and Chittaranjan Hota, The 37th AAAI Conference on Artificial Intelligence (AAAI-23), Deployable AI Workshop, Washington DC, USA, Feb 2023 .

4. Distributed Learning of Pure Non-IID data using Latent Codes, Anirudh Kasturi, Akshat Agrawal and Chittaranjan Hota, IEEE IMCOM 2023, South Korea, Jan 2023 .

5. Secure Peer to Peer Learning using Auto Encoders, Anirudh Kasturi, Akshat Agrawal, and Chittaranjan Hota, IEEE iSES, NIT, Warangal, Telangana, Dec 2022 .

6. An efficient approach to kNN algorithm for IoT devices, Bhavesh Gawri, Anirudh Kasturi, Lalita Bhanu Murthy Neti, Chittaranjan Hota , 14th International Conference on COMmunication Systems & NETworkS, January '22,  Bengaluru, India

7. Communication Efficient Distributed Learning using Variational Auto Encoders, Anirudh Kasturi, A Boodhayana S Vishwamithra, Chittaranjan Hota , 14th International Conference on COMmunication Systems & NETwork, S,January '22,  Bengaluru, India

8. Decentralized Learning with GANs, Anirudh Kasturi, Atharva Sune, and Chittaranjan Hota, CODS COMAD 2021, Jan 2021, Bangalore, ACM.

9. Vertical Fusion: A Distributed Learning Approach for Vertically Partitioned Data, Anirudh Kasturi, Ameya Salankar, Sharath S Chandra and Chittaranjan Hota, 26th Annual International Conference on Advanced Computing and Communications (ADCOM 2020), Dec 2020,SilChar,India. 

10. FedPeer: A Peer to Peer learning framework using Federated Learning, Anirudh Kasturi, Raviteja Sivaraju and Chittaranjan Hota 26th Annual International Conference on Advanced Computing and Communications (ADCOM 2020), Dec 2020,SilChar,India. 

11. Hybrid Fusion Learning: A Hierarchical Learning Model for Distributed Systems, Anirudh Kasturi, Anish Reddy Ellore, Paresh Saxena, and Chittaranjan Hota, 4th International Workshop on Deep Learning for Mobile Systems and Applications (26th ACM MobiCom 2020), London, Sept 2020

12. FusionLearning: A One Shot Federated Learning, Anirudh Kasturi, Anish Reddy Ellore, and Chittaranjan Hota. 2020. InProceedings of International Conference in Computational Sciences, Amsterdam, Netherlands.Springer.