Whether walking, running, slithering, or flying, organisms display a remarkable ability to
move through complex and uncertain environments. In particular, animals have evolved to …

In real-world applications, the distribution of the data, and our goals, evolve over time. The
prevailing theoretical framework for studying machine learning, namely probably …

Web-based content analysis tasks, such as labeling toxicity, misinformation, or spam often
rely on machine learning models to achieve cost and scale efficiencies. As these models …

Transformers have become the dominant architecture for sequence modeling tasks such as
natural language processing or audio processing, and they are now even considered for …

A multitude of decision-making tasks, such as content moderation, medical diagnosis,
misinformation detection, and recidivism prediction, are increasingly being automated due to …