Sakshi Choudhary

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Heterogeneous Data

Top Venues

Tiny Papers @ ICLR

Trans. Mach. Learn. Res.

Publications

Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy
CoDeC: Communication-Efficient Decentralized Continual Learning. Trans. Mach. Learn. Res. 2024 (2024)
Sai Aparna Aketi, Sakshi Choudhary, Kaushik Roy
Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data. Tiny Papers @ ICLR (2024)
Sakshi Choudhary, Sai Aparna Aketi, Kaushik Roy
SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data. CoRR (2024)
Sai Aparna Aketi, Sakshi Choudhary, Kaushik Roy
Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data. CoRR (2024)
Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy
CoDeC: Communication-Efficient Decentralized Continual Learning. CoRR (2023)
Mustafa Fayez Ali, Indranil Chakraborty, Sakshi Choudhary, Muya Chang, Dong Eun Kim, Arijit Raychowdhury, Kaushik Roy
A 65 nm 1.4-6.7 TOPS/W Adaptive-SNR Sparsity-Aware CIM Core with Load Balancing Support for DL workloads. CICC (2023)