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Finite Factored Sets

May 25, 2021 by Scott Garrabrant

This is an introduction to a new way of thinking about time, based on finite factored sets.

A factored set is a set understood as a Cartesian product, in the same sense that a partition is a way to understand a set as a disjoint union.

This sequence begins by applying finite factored sets to temporal inference, showing some advantages of this framework over Judea Pearl's theory of causal inference. Finite factored sets have many potential applications outside of temporal inference, however, and future writing will explore embedded agency and other topics through the lens of finite factored sets.

The "Details and Proofs" section of this sequence is also available as an arXiv paper: "Temporal Inference with Finite Factored Sets."

 

Overview

54Finite Factored Sets
Scott Garrabrant
4y
70

Details and Proofs

18Finite Factored Sets: Introduction and Factorizations
Scott Garrabrant
4y
2
17Finite Factored Sets: Orthogonality and Time
Scott Garrabrant
4y
4
17Finite Factored Sets: Conditional Orthogonality
Scott Garrabrant
4y
2
13Finite Factored Sets: Polynomials and Probability
Scott Garrabrant
4y
2
14Finite Factored Sets: Inferring Time
Scott Garrabrant
4y
5
18Finite Factored Sets: Applications
Scott Garrabrant
4y
1

Applications and Discussion

65Saving Time
Scott Garrabrant
4y
4
26[AN #163]: Using finite factored sets for causal and temporal inference
Rohin Shah
4y
0
34AXRP Episode 9 - Finite Factored Sets with Scott Garrabrant
DanielFilan
4y
2
56Finite Factored Sets in Pictures
Magdalena Wache
3y
2
21Exploring Finite Factored Sets with some toy examples
Thomas Kehrenberg
3y
0
33A simple example of conditional orthogonality in finite factored sets
DanielFilan
4y
4
28A second example of conditional orthogonality in finite factored sets
DanielFilan
4y
0
17Counterfactability
Scott Garrabrant
3y
4
30Countably Factored Spaces
Diffractor
4y
1