Sakshi Choudhary

12 papers A 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Achieving Global Flatness in Decentralized Learning with Heterogeneous Data.
Trans. Mach. Learn. Res.
Sakshi Choudhary, Sai Aparna Aketi, Kaushik Roy
2026 J jnl
Learning When to Attend: Conditional Memory Access for Long-Context LLMs.
CoRR
Sakshi Choudhary, Aditya Chattopadhyay, Luca Zancato, Elvis Nunez, Matthew Trager, Wei Xia, Stefano Soatto
2025 A conf
SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data.
WACV
Sakshi Choudhary, Sai Aparna Aketi, Kaushik Roy
2025 J jnl
TRIM: Token-wise Attention-Derived Saliency for Data-Efficient Instruction Tuning.
CoRR
Manish Nagaraj, Sakshi Choudhary, Utkarsh Saxena, Deepak Ravikumar, Kaushik Roy
2024 — conf
Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data.
Tiny Papers @ ICLR
Sai Aparna Aketi, Sakshi Choudhary, Kaushik Roy
2024 J jnl
Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data.
CoRR
Sai Aparna Aketi, Sakshi Choudhary, Kaushik Roy
2024 J jnl
CoDeC: Communication-Efficient Decentralized Continual Learning.
Trans. Mach. Learn. Res.
Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy
2024 — conf
Eigen Attention: Attention in Low-Rank Space for KV Cache Compression.
EMNLP (Findings)
Utkarsh Saxena, Gobinda Saha, Sakshi Choudhary, Kaushik Roy
2024 J jnl
Eigen Attention: Attention in Low-Rank Space for KV Cache Compression.
CoRR
Utkarsh Saxena, Gobinda Saha, Sakshi Choudhary, Kaushik Roy
2024 J jnl
SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data.
CoRR
Sakshi Choudhary, Sai Aparna Aketi, Kaushik Roy
2023 — conf
A 65 nm 1.4-6.7 TOPS/W Adaptive-SNR Sparsity-Aware CIM Core with Load Balancing Support for DL workloads.
CICC
Mustafa Fayez Ali, Indranil Chakraborty, Sakshi Choudhary, Muya Chang, Dong Eun Kim, Arijit Raychowdhury, Kaushik Roy
2023 J jnl
CoDeC: Communication-Efficient Decentralized Continual Learning.
CoRR
Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy