25 citations · 53 across the 12 of their papers we have counts for
Showing 2019Show all
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cs.LG2019
Is Fast Adaptation All You Need?
Khurram Javed, Hengshuai Yao, Martha White
Gradient-based meta-learning has proven to be highly effective at learning model initializations, representations, and update rules that allow fast adaptation from a few samples. T…
cs.LG2019
Simultaneous Prediction Intervals for Patient-Specific Survival Curves
Samuel Sokota, Ryan D'Orazio, Khurram Javed +2
Accurate models of patient survival probabilities provide important information to clinicians prescribing care for life-threatening and terminal ailments. A recently developed clas…
cs.LG2019★ 25 cited
Meta-Learning Representations for Continual Learning
Khurram Javed, Martha White
A continual learning agent should be able to build on top of existing knowledge to learn on new data quickly while minimizing forgetting. Current intelligent systems based on neura…