Search Results for author: Jasraj Singh

Found 2 papers, 1 papers with code

LingML: Linguistic-Informed Machine Learning for Enhanced Fake News Detection

no code implementations7 May 2024 Jasraj Singh, Fang Liu, Hong Xu, Bee Chin Ng, Wei zhang

In this paper, we enhance ML-based solutions with linguistics input and we propose LingML, linguistic-informed ML, for fake news detection.

Fake News Detection Misinformation

Training-Free Neural Active Learning with Initialization-Robustness Guarantees

1 code implementation7 Jun 2023 Apivich Hemachandra, Zhongxiang Dai, Jasraj Singh, See-Kiong Ng, Bryan Kian Hsiang Low

To this end, we introduce our expected variance with Gaussian processes (EV-GP) criterion for neural active learning, which is theoretically guaranteed to select data points which lead to trained NNs with both (a) good predictive performances and (b) initialization robustness.

Active Learning Gaussian Processes

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