University of Tübingen

2 Posts

Graphs related to a comparison and evaluation of 14 different optimizers
University of Tübingen

Optimizer Shootout

Everyone has a favorite optimization method, but it’s not always clear which one works best in a given situation. New research aims to establish a set of benchmarks. Researchers evaluated 14 popular optimizers using the Deep Optimization Benchmark Suite some of them introduced last year.
Data and information related to shortcut learning
University of Tübingen

When Models Take Shortcuts

Neuroscientists once thought they could train rats to navigate mazes by color. Rats don’t perceive colors at all. Instead, they rely on the distinct odors of different colors of paint. New work finds that neural networks are prone to this sort of misalignment between training goals and learning.

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