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Effective knowledge of ecological connectivity at sea and at the land–sea interface is key to supporting global policy goalsto conserve and restore ocean biodiversity and function. However, a persistent lack of commonality in terminology andunderstanding around the concept of connectivity in marine ...

RL-Glue is a protocol and software implementation for evaluating reinforcement learning algorithms. Our system facilitates the comparison of alternative algorithms and can greatly accelerate research progress as the UCI database has accelerated progress in supervised machine learning. Creating a com ...

Compressed Sensing reconstruction algorithms typically exhibit a zeroth-order phase transition phenomenon for large problem sizes, where there is a domain of problem sizes for which successful recovery occurs with overwhelming probability, and there is a domain of problem sizes for which recovery fa ...

Compressed sensing and matrix completion are techniques by which simplicity in data can be exploited for more efficient data acquisition. For instance, if a matrix is known to be (approximately) low rank then it can be recovered from few of its entries. The design and analysis of computationally eff ...