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20172026
most citedContinuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach

102 citations · 317 across the 18 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.LG2021

Meta-Learning to Improve Pre-Training

Aniruddh Raghu, Jonathan Lorraine, Simon Kornblith +2

Pre-training (PT) followed by fine-tuning (FT) is an effective method for training neural networks, and has led to significant performance improvements in many domains. PT can inco…

cs.LG2021

Learning to Predict with Supporting Evidence: Applications to Clinical Risk Prediction

Aniruddh Raghu, John Guttag, Katherine Young +3

The impact of machine learning models on healthcare will depend on the degree of trust that healthcare professionals place in the predictions made by these models. In this paper, w…