Questions tagged [causation]

For questions related to causation (or causality), which is the field that studies the relationship between cause and effect, where the cause is partly responsible for the effect and the effect is partly dependent on the cause.

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1answer
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How do I poison an SVM with manifold regularization?

I'm working on Adversarial Machine Learning, and have read multiple papers on this topic, some of them are mentioned as follows: Poisoning Attacks on SVMs: https://arxiv.org/pdf/1206.6389.pdf ...
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25 views

Predator-prey models

I'm interested in studying how different bacteria interact/affect each-other in a water treatment pool. Since there total number of bacteria is limited I've found Lotka-Volterra equations which ...
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4answers
146 views

Why isn't conditional probability sufficient to describe causality?

I read these comments from Judea Pearl saying we don't have causality, physical equations are symmetric, etc. But the conditional probability is clearly not symmetric and captures directed ...
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0answers
36 views

Models to extract Causal Relationship between entities in a document using Natural Language Processing techniques

I am looking to extract causal relations between entities like Drug and Adverse Effect in a document. Are there any proven NLP or AI techniques to handle the same. Also are there ways to handle cases ...
4
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1answer
69 views

Why should we study causation in artificial intelligence?

Judea Pearl won the 2011 Turing Award For fundamental contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning. He is credited with the ...