Abstract: In this article, we study the generalization performance of multitask learning (MTL) by considering MTL as a learning process of vector-valued functions (VFs). We will answer two theoretical ...

In-context learning (ICL) is something that allows large language models (LLMs) to generalize & adapt to new tasks with minimal demonstrations. ICL is crucial for improving model flexibility, ...

The deal will significantly expand the company's presence in the U.S. combustibles market. After closing, Vector will become a wholly owned subsidiary of JT Group. The latter believes this will ...

A line drawing of the Internet Archive headquarters building façade. An illustration of a magnifying glass. An illustration of a magnifying glass.

Not sure if this is the right spot, sorry if not! I would like to state (in my case for an optimization problem I would like to solve with ipopt) the equality constraints as a vector. No problem doing ...

Transformers were first introduced and quickly rose to prominence as the primary architecture in natural language processing. More lately, they have gained immense popularity in computer vision as ...

The striatum is thought to learn to select actions based on environmental feedback and rewards using a dopamine feedback signal. When the action is continuous and mutlidimensional, e.g., a reaching ...

Royalty-free licenses let you pay once to use copyrighted images and video clips in personal and commercial projects on an ongoing basis without requiring additional payments each time you use that ...