In an exclusive chat with The Sun, Captain Karsten Borner reveals what he saw the night the Bayesian sank - and the key piece of evidence he believes proves that the crew were not at fault IN the ...

description [ICLR2026][Optimization][Tensor outputs] Addressing expensive black-box systems where the output is a multi-modal tensor, this paper proposes a Tensor Output Bayesian Optimization ...

description [ICML2026][LLM Efficiency][Kalman Filter] This work reinterprets sequence mixing as exact Bayesian filtering. By utilizing the "information form" of the Kalman filter, it reformulates the ...

Abstract: Meta-learning aims to leverage prior knowledge from related tasks to enable a base learner to quickly adapt to new tasks with limited labeled samples. However, traditional meta-learning ...

Abstract: Computer experiments can emulate the physical systems, help computational investigations, and yield analytic solutions. They have been widely employed with many engineering applications (e.g ...