Efficient and Responsible Adaptation of Large Language Models for Robust Top-k Recommendations

no code implementations • 1 May 2024 • Kirandeep Kaur, Chirag Shah

Our results on three real-world datasets show a significant reduction in weak users and improved robustness of RSs to sub-populations $(\approx12\%)$ and overall performance without disproportionately escalating costs.

Collaborative Filtering In-Context Learning +2

Aperiodic MEG abnormality in patients with focal to bilateral tonic-clonic seizures

no code implementations • 18 Oct 2023 • Kirandeep Kaur, Jonathan J Horsley, Csaba Kozma, Gerard R Hall, Thomas W Owen, Yujiang Wang, Guarav Singh, Sarat P Chandra, Manjari Tripathi, Peter N Taylor

Here, we hypothesised greater aperiodic abnormality in the epileptogenic zone, in patients with focal to bilateral tonic clonic (FBTC) seizures, and earlier age of seizure onset.