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cs.LG2024
Quantum Theory and Application of Contextual Optimal Transport
Nicola Mariella, Albert Akhriev, Francesco Tacchino +9
Optimal Transport (OT) has fueled machine learning (ML) across many domains. When paired data measurements are coupled to covariates, a challenging c…
eess.SY2024
Gate--Level Statistical Timing Analysis: Exact Solutions, Approximations and Algorithms
Dmytro Mishagli, Eugene Koskin, Elena Blokhina
In this paper, the Statistical Static Timing Analysis (SSTA) is considered within the block--based approach. The statistical model of the logic gate delay propagation is systematic…
stat.AP2024
Statistical Static Timing Analysis of VLSI as the Statistics of Correlated Extremes
Dmytro Mishagli, Eugene Koskin, Elena Blokhina
In this study, a path-based Statistical Static Timing Analysis (SSTA) is formulated as a problem within the statistics of correlated extremes. For extreme value statistics with cor…