Achintya Kundu

14 papers A 2Misc 1Journal 3Unranked 7
YearRankTypeTitle / Venue / Authors
2024 — conf
Efficiently Distilling LLMs for Edge Applications.
NAACL (Industry Track)
Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee
2024 J jnl
Efficiently Distilling LLMs for Edge Applications.
CoRR
Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee
2024 J jnl
Enhancing Training Efficiency Using Packing with Flash Attention.
CoRR
Achintya Kundu, Rhui Dih Lee, Laura Wynter, Raghu Kiran Ganti, Mayank Mishra
2023 — conf
M3: Towards Efficient Mixed Machine Learning Model Co-Location on Constrained Edge Devices.
MILCOM
Luis Angel D. Bathen, Simeon Babatunde, Rhui Dih Lee, Achintya Kundu, Laura Wynter
2023 J jnl
TOFA: Transfer-Once-for-All.
CoRR
Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen
2023 — conf
Transfer-Once-For-All: AI Model Optimization for Edge.
EDGE
Achintya Kundu, Laura Wynter, Rhui Dih Lee, Luis Angel D. Bathen
2022 — ch.
Personalized, Robust Federated Learning with Fed+.
Federated Learning
Pengqian Yu, Achintya Kundu, Laura Wynter, Shiau Hong Lim
2022 — conf
Robustness and Personalization in Federated Learning: A Unified Approach via Regularization.
EDGE
Achintya Kundu, Pengqian Yu, Laura Wynter, Shiau Hong Lim
2018 A conf
Convex Optimization over Intersection of Simple Sets: improved Convergence Rate Guarantees via an Exact Penalty Approach.
AISTATS
Achintya Kundu, Francis R. Bach, Chiranjib Bhattacharyya
2012 — conf
LoadIQ: Learning to Identify Workload Phases from a Live Storage Trace.
HotStorage
Pankaj Pipada, Achintya Kundu, Kanchi Gopinath, Chiranjib Bhattacharyya, Sai Susarla, P. C. Nagesh
2010 — conf
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions.
NIPS
Achintya Kundu, Vikram Tankasali, Chiranjib Bhattacharyya, Aharon Ben-Tal
2008 Misc conf
GMM based Bayesian approach to speech enhancement in signal / transform domain.
ICASSP
Achintya Kundu, Saikat Chatterjee, A. Sreenivasa Murthy, T. V. Sreenivas
2008 — conf
Speech enhancement using intra-frame dependency in DCT domain.
EUSIPCO
Achintya Kundu, Saikat Chatterjee, Thippur V. Sreenivas
2008 A conf
Subspace based speech enhancement using Gaussian mixture model.
INTERSPEECH
Achintya Kundu, Saikat Chatterjee, T. V. Sreenivas