Sakshi Choudhary

12 papers A 1Journal 8Unranked 3

Year	Rank	Type	Title / 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

Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski