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20192023
most citedJointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation

30 citations · 63 across the 8 of their papers we have counts for

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2 papers · 1 filter

math.OC2020★ 2 cited

Stochastic optimization with decision-dependent distributions

Dmitriy Drusvyatskiy, Lin Xiao

Stochastic optimization problems often involve data distributions that change in reaction to the decision variables. This is the case for example when members of the population res…

math.OC2020★ 16 cited

Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization

Hadrien Hendrikx, Lin Xiao, Sebastien Bubeck +2

We consider the setting of distributed empirical risk minimization where multiple machines compute the gradients in parallel and a centralized server updates the model parameters.…