InterpretML is an open-source package that incorporates state-of-the-art machine learning interpretability techniques under one roof. With this package, you can train interpretable glassbox models and explain blackbox systems. InterpretML helps you understand your model's global behavior, or understand...
A theoretical understanding of generalization remains an open problem for many machine learning models, including deep networks where overparameterization leads to better performance, contradicting the conventional wisdom from classical statistics. Here,
The trial duration was similar to version A (6000 ms for the decision-making) with an additional 2000 ms to see the outcome. Figure 1d illustrates an example trial of the Coloured Card Deck Paradigm. The design of uncertainty conditions and trial blocks was identical to version A of the ...
Please provide an example of the calculation. Which of the following statements is FALSE? a. There may be reasons to exclude certain historical data as anomalous when estimating beta. b. If we use very old data to when estimating beta, the data may be unr...
Transfers of resources in dictator games vary significantly by the characteristics of recipients. We focus on social norms and demonstrate that variation i
One can work with the naive Bayes model without accepting Bayesian probability or using any Bayesian methods. Explain 1. Prove that the sequence of sample means of IID random variables converges in the MS sense. 2. What conditions ar...
These include AI, machine learning and now, big data. In most cases the techniques enter with a lot of fanfare, but later flame out, producing no real gains towards solving the hard problem. For example see all the things that computers were promising back in the 1960's. Cueball simply ...
Providing an extant example of range shrinkage and population extirpation due to contemporary climate change, pikas have become indicators of threats to biodiversity caused by human-mediated global warming (Beever, Ray, Wilkening, Brussard, & Mote, 2011; Beever & Wilkening, 2011; Ray, Beever, &...
Left: for each action in a correct trial (left: representative trial from Figure 1D), pattern onsets are aligned to that action (poke in in this example). The pattern whose median onset occurs within an interval Δwin=[−0.5,0.1] s aligned to the action, and whose distribution has the...
1, for an illustration; and online-video [insert video link here] for an example of the localizer stimuli). The moving bars were seen through the aperture and were oriented horizontally or vertically, with the exception of the target-bars that were titled of 45° to the right or to the ...