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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Accelerating Decentralized Deep Training with Sparse and Effective Topologies
稀疏有效 拓扑加速 分散式 深度训练
2023/11/13
Decentralized optimization algorithms save remarkable communication overheads in distributed deep learning since each node averages locally with neighbors. The network topology connecting all nodes de...
A more effective way to train machines for uncertain, real-world situations（图）
训练机器 “学生”机器 算法 人工智能
2023/6/20
Someone learning to play tennis might hire a teacher to help them learn faster. Because this teacher is (hopefully) a great tennis player, there are times when trying to exactly mimic the teacher won’...
Effective Constituent Projection across Languages
Effective Constituent Projection across Languages
2013/4/22
We describe an effective constituent pro-jection strategy, where constituent pro-jection is performed on the basis of de-pendency projection. Especially, a novel measurement is proposed to evaluate th...
Effective Use of Linguistic and Contextual Information for SMT
Effective Use Linguistic Contextual Information SMT
2013/4/22
Effective Use of Linguistic and Contextual Information for SMT。