Search Results for author: Ian Anderson

Found 3 papers, 0 papers with code

Generalized User Representations for Transfer Learning

no code implementations1 Mar 2024 Ghazal Fazelnia, Sanket Gupta, Claire Keum, Mark Koh, Ian Anderson, Mounia Lalmas

In the second stage, downstream task-specific models leverage user representations via transfer learning instead of curating user features individually.

Recommendation Systems Representation Learning +1

Short-lived High-volume Multi-A(rmed)/B(andits) Testing

no code implementations23 Dec 2023 Su Jia, Andrew Li, R. Ravi, Nishant Oli, Paul Duff, Ian Anderson

We aim to minimize the loss due to not knowing the mean rewards, averaged over instances generated from a given prior distribution.

Self-supervised Contrastive Learning for Irrigation Detection in Satellite Imagery

no code implementations12 Aug 2021 Chitra Agastya, Sirak Ghebremusse, Ian Anderson, Colorado Reed, Hossein Vahabi, Alberto Todeschini

Climate change has caused reductions in river runoffs and aquifer recharge resulting in an increasingly unsustainable crop water demand from reduced freshwater availability.

Contrastive Learning

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