“The paper proposes I-PERI, a novel federated algorithm that first recovers the CPDAG of the union of client graphs and then orients additional edges by exploiting structural differences induced by interventions across clients.”

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“The paper demonstrates that the topology of a submanifold can be recovered with high confidence by sampling a sufficiently large number of random points.”

“The paper presents an alternating projected gradient descent and minimization algorithm for recovering a low-rank feature matrix in a diffusion-based decentralized and federated fashion.”

“Real-time in-situ X-ray photoelectron spectroscopy (XPS) reveals a sharp transformation from a $V^{5+}$-dominated surface to mixed valence states, dominated by $V^{4+}$, and a recovery of its metallic character.”

“The paper finds an information critical phase where the coherent information saturates to a fractional value, indicating that a finite fraction of logical information is still preserved.”

“Gaussian spatial correlations reshape roughness increments, eliminate asymmetric multi-site traps, and thereby recover mean-field diffusion.”

“The main contribution is the derivation of unified gradient estimates that connect the near-boundary and far-field regions through a characteristic length scale determined by the Robin parameter, yielding a global description of how boundary effects penetrate into the exterior domain.”

“The article is sourced from ArXiv, indicating a peer-reviewed research paper.”

“SRLR utilizes Symbolic Regression to counter Programmable Logic Controller attacks.”

“The paper focuses on recovering missing data in multidimensional time series.”

“The study focuses on edge computing and model recovery.”

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“The article doesn't contain a direct quote.”