most citedSurrogate modeling for Bayesian optimization beyond a single Gaussian process

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eess.SP2025

Topology Identification and Inference over Graphs

Gonzalo Mateos, Yanning Shen, Georgios B. Giannakis +1

Topology identification and inference of processes evolving over graphs arise in timely applications involving brain, transportation, financial, power, as well as social and inform…

eess.SP2025

Learning From Crowdsourced Noisy Labels: A Signal Processing Perspective

Shahana Ibrahim, Panagiotis A. Traganitis, Xiao Fu +1

One of the primary catalysts fueling advances in artificial intelligence (AI) and machine learning (ML) is the availability of massive, curated datasets. A commonly used technique…