Abstract: The application of multi-armed bandit (MAB) algorithms was a critical step in the development of Monte-Carlo tree search (MCTS). One example would be the UCT algorithm, which applies the UCB ...
@InProceedings{liang2022metashift, title={MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts}, author={Weixin Liang and James Zou}, ...
ProcessOptimizer is a Python package designed to provide easy access to advanced machine learning techniques, specifically Bayesian optimization using, e.g., Gaussian processes. Aimed at ...
Everyone knows AIs are dangerous. Everyone knows they can rattle off breakthroughs in wildlife tracking and protein folding before lunch, put half the workforce out of a job by supper, and fake enough ...
Abstract: While the known modulation and control techniques for four-leg matrix converters are based on pulse width modulation or three-dimensional space vector modulation, this paper presents a ...
Molecular dynamics is a workhorse of modern computational condensed matter physics. It is frequently used to simulate materials to observe how small scale interactions can give rise to complex ...
The U.S. Federal Trade Commission enforcement action against Drizly demonstrates how the agency plans to give teeth to its new emphasis on data minimization. The FTC reached a settlement with Drizly, ...
ABSTRACT: Non-linear numerical modeling, widely used in research and development to understand many complex processes such as forming or machining, does not guarantee the success of a study to be ...
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