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researcher

Adam Baker

5 papers hereh-index 5279 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedA Universal Marginalizer for Amortized Inference in Generative Models

12 citations · 24 across the 3 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2020

Learning medical triage from clinicians using Deep Q-Learning

Albert Buchard, Baptiste Bouvier, Giulia Prando +10

Medical Triage is of paramount importance to healthcare systems, allowing for the correct orientation of patients and allocation of the necessary resources to treat them adequately…

cs.AI2019★ 12 cited

MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming

Yura Perov, Logan Graham, Kostis Gourgoulias +4

We elaborate on using importance sampling for causal reasoning, in particular for counterfactual inference. We show how this can be implemented natively in probabilistic programmin…

cs.AI2018

A comparative study of artificial intelligence and human doctors for the purpose of triage and diagnosis

Salman Razzaki, Adam Baker, Yura Perov +10

Online symptom checkers have significant potential to improve patient care, however their reliability and accuracy remain variable. We hypothesised that an artificial intelligence…

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