conditional probability
4 episodes mention this concept
lexfridmanFeb 15, 2020Complete Statistical Theory of Learning: From Brute Force to Intelligent Principles with Vladimir Vapnik
ScienceStatistical Learning TheoryGeneralization (machine learning)VC-dimension (Vapnik-Chervonenkis dimension)Empirical Risk Minimization (ERM)- lexfridmanDec 13, 2019
Correlation, Causation, and the Ancient Quest for Causal Inference
ScienceCorrelationCausationConditional probabilityObservational study - lexfridmanDec 11, 2019
Causal Reasoning, Counterfactuals, and the Path to AGI with Judea Pearl
ScienceCausal ReasoningBayesian NetworksDo-calculusDo-operator - lexfridman
Lex Fridman Discusses Nick Bostrom's Simulation and Doomsday Arguments, Anthropic Reasoning, and Observer Selection Effects
PhilosophySimulation ArgumentBland Principle of IndifferenceAnthropic ReasoningDoomsday Argument
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Related concepts
Concepts that appear alongside conditional probability across episodes.
- observational study
- empirical risk minimization (erm)
- intervention
- turing test
- bayesian update
- basement reality
- brute force principle
- symptom paradox
- observer selection effects
- simulation argument
- controlled experiment
- cosmological constant
- intelligent principle
- causal reasoning
- vc-dimension (vapnik-chervonenkis dimension)
- support vector machines (svm)
- do-operator
- kernel functions
- anthropic reasoning
- research question