Sakshi Choudhary

According to our database, Sakshi Choudhary authored at least 5 papers between 2023 and 2024.

Collaborative distances:

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

2024

CoDeC: Communication-Efficient Decentralized Continual Learning.

Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy

Trans. Mach. Learn. Res., 2024

SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data.

Sakshi Choudhary, Sai Aparna Aketi, Kaushik Roy

CoRR, 2024

Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data.

Sai Aparna Aketi, Sakshi Choudhary, Kaushik Roy

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Eigen Attention: Attention in Low-Rank Space for KV Cache Compression.

Utkarsh Saxena, Gobinda Saha, Sakshi Choudhary, Kaushik Roy

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

A 65 nm 1.4-6.7 TOPS/W Adaptive-SNR Sparsity-Aware CIM Core with Load Balancing Support for DL workloads.

Mustafa Fayez Ali, Indranil Chakraborty, Sakshi Choudhary, Muya Chang, Dong Eun Kim, Arijit Raychowdhury, Kaushik Roy

Proceedings of the IEEE Custom Integrated Circuits Conference, 2023