447 citations · 782 across the 31 of their papers we have counts for
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math.OC2023
High-dimensional Optimal Density Control with Wasserstein Metric Matching
Shaojun Ma, Mengxue Hou, Xiaojing Ye +1
We present a novel computational framework for density control in high-dimensional state spaces. The considered dynamical system consists of a large number of indistinguishable age…
math.OC2016★ 8 cited
Decentralized Consensus Algorithm with Delayed and Stochastic Gradients
Benjamin Sirb, Xiaojing Ye
We analyze the convergence of decentralized consensus algorithm with delayed gradient information across the network. The nodes in the network privately hold parts of the objective…
math.OC2011
Projection Onto A Simplex
Yunmei Chen, Xiaojing Ye
This mini-paper presents a fast and simple algorithm to compute the projection onto the canonical simplex . Utilizing the Moreau's identity, we show that the problem i…