Achintya Kundu

According to our database, Achintya Kundu authored at least 13 papers between 2008 and 2024.

Collaborative distances:

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

2024

Enhancing Training Efficiency Using Packing with Flash Attention.

Achintya Kundu, Rhui Dih Lee, Laura Wynter, Raghu Kiran Ganti, Mayank Mishra

CoRR, 2024

Efficiently Distilling LLMs for Edge Applications.

Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024

2023

TOFA: Transfer-Once-for-All.

Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen

CoRR, 2023

M3: Towards Efficient Mixed Machine Learning Model Co-Location on Constrained Edge Devices.

Luis Angel D. Bathen, Simeon Babatunde, Rhui Dih Lee, Achintya Kundu, Laura Wynter

Proceedings of the IEEE Military Communications Conference, 2023

Transfer-Once-For-All: AI Model Optimization for Edge.

Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

2022

Robustness and Personalization in Federated Learning: A Unified Approach via Regularization.

Achintya Kundu, Pengqian Yu, Laura Wynter, Shiau Hong Lim

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

Personalized, Robust Federated Learning with Fed+.

Pengqian Yu, Achintya Kundu, Laura Wynter, Shiau Hong Lim

Proceedings of the Federated Learning, 2022

2018

Convex Optimization over Intersection of Simple Sets: improved Convergence Rate Guarantees via an Exact Penalty Approach.

Achintya Kundu, Francis R. Bach, Chiranjib Bhattacharyya

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2012

LoadIQ: Learning to Identify Workload Phases from a Live Storage Trace.

Pankaj Pipada, Achintya Kundu, Kanchi Gopinath, Chiranjib Bhattacharyya, Sai Susarla, P. C. Nagesh

Proceedings of the 4th USENIX Workshop on Hot Topics in Storage and File Systems, 2012

2010

Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions.

Achintya Kundu, Vikram Tankasali, Chiranjib Bhattacharyya, Aharon Ben-Tal

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2008

Subspace based speech enhancement using Gaussian mixture model.

Achintya Kundu, Saikat Chatterjee, T. V. Sreenivas

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

GMM based Bayesian approach to speech enhancement in signal / transform domain.

Achintya Kundu, Saikat Chatterjee, A. Sreenivasa Murthy, T. V. Sreenivas

Proceedings of the IEEE International Conference on Acoustics, 2008

Speech enhancement using intra-frame dependency in DCT domain.

Achintya Kundu, Saikat Chatterjee, Thippur V. Sreenivas

Proceedings of the 2008 16th European Signal Processing Conference, 2008