Seguir
Achintya Kundu
Achintya Kundu
Staff Research Scientist, IBM Research, Singapore
E-mail confirmado em iisc.ac.in - Página inicial
Título
Citado por
Citado por
Ano
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
612008
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
182012
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
142022
Fed+: A unified approach to robust personalized federated learning
P Yu, A Kundu, L Wynter, SH Lim
arXiv preprint arXiv:2009.06303, 2020
132020
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
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
72023
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
Efficiently Distilling LLMs for Edge Applications
A Kundu, F Lim, A Chew, L Wynter, P Chong, RD Lee
arXiv preprint arXiv:2404.01353, 2024
42024
Enhancing training efficiency using packing with flash attention
A Kundu, RD Lee, L Wynter, RK Ganti, M Mishra
arXiv preprint arXiv:2407.09105, 2024
22024
Tofa: Transfer-once-for-all
A Kundu, L Wynter, RD Lee, LA Bathen
arXiv preprint arXiv:2303.15485 2, 2023
22023
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
22022
Deploying deep learning models at edge devices without retraining
A Kundu, RD Lee, L Wynter, LA Bathen, NV Desai
US Patent App. 18/151,502, 2024
2024
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
Speech Enhancement
A Kundu
INDIAN INSTITUTE OF SCIENCE BANGALORE, 2008
2008
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, ...
O sistema não pode executar a operação agora. Tente novamente mais tarde.
Artigos 1–18