In the next step, we give bounds on the expected size of cascading failures in a given production network graph as the solution to a linear program and show that extending the node percolation process to a joint percolation process that affects the nodes and the links of the production network becomes a special instance of the well-studied financial contagion model of Eisenberg and Noe.
Social and Information Networks Probability Statistics Theory Statistics Theory
The last algorithm avoids expensive calculations of the edit distance by translating the edit distance into the shortest path in a specifically designed graph.
Data Structures and Algorithms
Assessing models fit to spatial data can be particularly difficult, given that model errors may exhibit spatial autocorrelation, model predictions are often aggregated to multiple spatial scales by end users, and models are often tasked with generalizing into spatial regions outside the boundaries of their initial training data.
Mathematical Software Computation Methodology
Autonomous navigation of mobile robots is a well studied problem in robotics.
Multi-modal contrastive learning techniques in the audio-text domain have quickly become a highly active area of research.
Sound Audio and Speech Processing
The key technical contributions come from bringing ideas of matrix completion for estimating message delivery times for every possible message for every peer ever connected, and a streaming algorithm to efficiently perform the estimation while achieving good performance.
Networking and Internet Architecture
First, we manually analyze these issues to categorize the problems that developers are likely to encounter in open-source AI repositories.
This area can benefit significantly from working in the optimal lifting variables, where quadratic models provide a direct parametrization of the model that also avoids additional hyperreduction for the nonlinear terms.
Symbolic Computation Numerical Analysis Dynamical Systems Numerical Analysis
We experiment with common types of instrumentation for Java programs - namely, application performance monitoring, coverage and profiling instrumentation.