5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Random Search as a Baseline for Sparse Neural Network Architecture Search
Rezsa Farahani
Sparse neural networks have shown similar or better generalization performance than their dense counterparts while having higher parameter efficiency. This has motivated a number o…
cs.CL2023★ 5 cited
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models
Aldo Gael Carranza, Rezsa Farahani, Natalia Ponomareva +3
We address the challenge of ensuring differential privacy (DP) guarantees in training deep retrieval systems. Training these systems often involves the use of contrastive-style los…