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cs.LG2023
A Unified Approach to Controlling Implicit Regularization via Mirror Descent
Haoyuan Sun, Khashayar Gatmiry, Kwangjun Ahn +1
Inspired by the remarkable success of large neural networks, there has been significant interest in understanding the generalization performance of over-parameterized models. Subst…
cs.GT2023★ 1 cited
Online Learning for Equilibrium Pricing in Markets under Incomplete Information
Devansh Jalota, Haoyuan Sun, Navid Azizan
The computation of equilibrium prices at which the supply of goods matches their demand typically relies on complete information on agents' private attributes, e.g., suppliers' cos…