Specifically, we detail how baseline models are tuned in link prediction tasks as follows.

In our analysis, we considered population spiking activity of monkey-I in response to a gray-scale natural movie. The movie is about a monkey wading through water.

Fitting network models to neural activity is an important tool in neuroscience.

However, mutual information estimators are typically evaluated on simple families of probability distributions, namely multivariate normal distribution and selected distributions with one-dimensional random variables.

Neural network robustness has become a central topic in machine learning in recent years. Most training algorithms that improve the model's robustness to

The result of PC 2 vs. PC 3 (Figure 1) suggests that the first quadrant represents concepts describing

In natural language processing, most models try to learn semantic representations merely from texts. The learned representations encode the "distributional semantics" but fail to connect to any knowledge about the physical world.