Interactive Causes: Revising the Markov Condition
نویسندگان
چکیده
منابع مشابه
Mapping and Revising Markov Logic Networks for Transfer Learning
Transfer learning addresses the problem of how to leverage knowledge acquired in a source domain to improve the accuracy and speed of learning in a related target domain. This paper considers transfer learning with Markov logic networks (MLNs), a powerful formalism for learning in relational domains. We present a complete MLN transfer system that first autonomously maps the predicates in the so...
متن کاملIndependence, Invariance and the Causal Markov Condition
This essay explains what the Causal Markov Condition says and defends the condition from the many criticisms that have been launched against it. Although we are skeptical about some of the applications of the Causal Markov Condition, we argue that it is implicit in the view that causes can be used to manipulate their effects and that it cannot be surrendered without surrendering this view of ca...
متن کاملIndeterminism and the Causal Markov Condition
The causal Markov condition (CMC) plays an important role in much recent work on the problem of causal inference from statistical data. It is commonly thought that the CMC is a more problematic assumption for genuinely indeterministic systems than for deterministic ones. In this essay, I critically examine this proposition. I show how the usual motivation for the CMC—that it is true of any acyc...
متن کاملManipulation and the Causal Markov Condition
This paper explores the relationship between a manipulability conception of causation and the causal Markov condition (CM). We argue that violations of CM also violate widely shared expectations—implicit in the manipulability conception—having to do with the absence of spontaneous correlations. They also violate expectations concerning the connection between independence or dependence relations...
متن کاملAnorexia-cachexia - the condition and its causes
Anorexia-cachexia is a progressive wasting condition that commonly affects people in the advanced stages of diseases such as cancer and acquired immune deficiency syndrome (AIDS). It is described by loss of appetite (anorexia) and loss of weight (cachexia).The word “anorexia” comes from the Greek word orexis (meaning “appetite”), literally translating to “without appetite”. The word “cachexia” ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Philosophy of Science
سال: 2017
ISSN: 0031-8248,1539-767X
DOI: 10.1086/692143