Greg Yang

activity

20222025

most citedHigh-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation

11 citations · 13 across the 5 of their papers we have counts for

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cs.DB2025

Cost-Effective, Low Latency Vector Search with Azure Cosmos DB

Nitish Upreti, Harsha Vardhan Simhadri, Hari Sudan Sundar +33

Vector indexing enables semantic search over diverse corpora and has become an important interface to databases for both users and AI agents. Efficient vector search requires deep…

cs.LG2025

Global Convergence and Rich Feature Learning in $L$ -Layer Infinite-Width Neural Networks under $μ$ P Parametrization

Zixiang Chen, Greg Yang, Qingyue Zhao +1

Despite deep neural networks' powerful representation learning capabilities, theoretical understanding of how networks can simultaneously achieve meaningful feature learning and gl…

Cost-Effective, Low Latency Vector Search with Azure Cosmos DB

Global Convergence and Rich Feature Learning in L-Layer Infinite-Width Neural Networks under μP Parametrization

Global Convergence and Rich Feature Learning in $L$ -Layer Infinite-Width Neural Networks under $μ$ P Parametrization