5 citations · 5 across the 1 of their papers we have counts for
3 papers
cs.LG2025
Conformal Prediction Meets Long-tail Classification
Shuqi Liu, Jianguo Huang, Luke Ong
Conformal Prediction (CP) is a popular method for uncertainty quantification that converts a pretrained model's point prediction into a prediction set, with the set size reflecting…
cs.AI2025
The Singapore Consensus on Global AI Safety Research Priorities
Yoshua Bengio, Tegan Maharaj, Luke Ong +84
Rapidly improving AI capabilities and autonomy hold significant promise of transformation, but are also driving vigorous debate on how to ensure that AI is safe, i.e., trustworthy,…
cs.PL2024★ 5 cited
Guaranteed Bounds on Posterior Distributions of Discrete Probabilistic Programs with Loops
Fabian Zaiser, Andrzej S. Murawski, C. -H. Luke Ong
We study the problem of bounding the posterior distribution of discrete probabilistic programs with unbounded support, loops, and conditioning. Loops pose the main difficulty in th…