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Achintya Kundu
Achintya Kundu
Research Scholar, Indian Institute of Science, Bangalore
Verified email at iisc.ac.in - Homepage
Title
Cited by
Cited by
Year
GMM based Bayesian approach to speech enhancement in signal/transform domain
A Kundu, S Chatterjee, AS Murthy, TV Sreenivas
2008 IEEE International Conference on Acoustics, Speech and Signal…, 2008
582008
Convex optimization over intersection of simple sets: improved convergence rate guarantees via an exact penalty approach
A Kundu, F Bach, C Bhattacharya
International Conference on Artificial Intelligence and Statistics, 958-967, 2018
212018
LoadIQ: Learning to Identify Workload Phases from a Live Storage Trace.
P Pipada, A Kundu, K Gopinath, C Bhattacharyya, S Susarla, PC Nagesh
HotStorage 12, 2012
152012
Fed+: A unified approach to robust personalized federated learning
P Yu, A Kundu, L Wynter, SH Lim
arXiv preprint arXiv:2009.06303, 2020
132020
Robustness and personalization in federated learning: A unified approach via regularization
A Kundu, P Yu, L Wynter, SH Lim
2022 IEEE International Conference on Edge Computing and Communications…, 2022
122022
Speech enhancement using intra-frame dependency in DCT domain
A Kundu, S Chatterjee, TV Sreenivas
2008 16th European Signal Processing Conference, 1-5, 2008
102008
Subspace based speech enhancement using Gaussian mixture model.
A Kundu, S Chatterjee, TV Sreenivas
INTERSPEECH, 395-398, 2008
62008
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions
A Kundu, V Tankasali, C Bhattacharyya, A Ben-Tal
Advances in Neural Information Processing Systems, 1198-1206, 2010
52010
Transfer-once-for-all: Ai model optimization for edge
A Kundu, L Wynter, RD Lee, LA Bathen
2023 IEEE International Conference on Edge Computing and Communications…, 2023
42023
Efficiently Distilling LLMs for Edge Applications
A Kundu, F Lim, A Chew, L Wynter, P Chong, RD Lee
arXiv preprint arXiv:2404.01353, 2024
22024
Tofa: Transfer-once-for-all
A Kundu, L Wynter, RD Lee, LA Bathen
arXiv preprint arXiv:2303.15485 2, 2023
12023
Personalized, Robust Federated Learning with Fed+
P Yu, A Kundu, L Wynter, SH Lim
Federated Learning: A Comprehensive Overview of Methods and Applications, 99-123, 2022
12022
M3: Towards Efficient Mixed Machine Learning Model Co-Location on Constrained Edge Devices
LAD Bathen, S Babatunde, RD Lee, A Kundu, L Wynter
MILCOM 2023-2023 IEEE Military Communications Conference (MILCOM), 39-44, 2023
2023
Novel First-order Algorithms for Non-smooth Optimization Problems in Machine Learning
A Kundu
2022
2022 IEEE International Conference on Edge Computing and Communications (EDGE)| 978-1-6654-8140-3/22/$31.00 2022 IEEE| DOI: 10.1109/EDGE55608. 2022.00036
R Aburukba, AR Al-Ali, M Albano, M Al-Naday, Y AlZahrani, A Ba, ...
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