3 papers
math.OC2025
Adaptive Moment Estimation Optimization Algorithm Using Projection Gradient for Deep Learning
Yongqi Li, Xiaowei Zhang
Training deep neural networks is challenging. To accelerate training and enhance performance, we propose PadamP, a novel optimization algorithm. PadamP is derived by applying the a…
cs.IR2025
MultiConIR: Towards multi-condition Information Retrieval
Xuan Lu, Sifan Liu, Bochao Yin +6
Multi-condition information retrieval (IR) presents a significant, yet underexplored challenge for existing systems. This paper introduces MultiConIR, a benchmark specifically desi…
cs.LG2024
Conjugate-Gradient-like Based Adaptive Moment Estimation Optimization Algorithm for Deep Learning
Jiawu Tian, Liwei Xu, Xiaowei Zhang +1
Training deep neural networks is a challenging task. In order to speed up training and enhance the performance of deep neural networks, we rectify the vanilla conjugate gradient as…