The inductive bias (also known as learning bias) of a learning algorithm is the set of assumptions that the learner uses to predict outputs of given inputs...

unduly magnified—include teacher bias as well as a general bias against women who are going into STEM research. Inductive bias occurs within the field of machine...

contrary evidence. For example, confirmation bias produces systematic errors in scientific research based on inductive reasoning (the gradual accumulation of...

from the training data to unseen situations in a "reasonable" way (see inductive bias). This statistical quality of an algorithm is measured through the so-called...

a set of assumptions about the data, its inductive bias. This means that it will only learn well if the bias matches the learning problem. A learning...

hasty generalization and the biased sample are generalization fallacies. A statistical generalization is a type of inductive argument in which a conclusion...

preferring one stereoisomer over another Grammar induction Inductive bias Inductive probability Inductive programming Rule induction Word-sense induction Backward...

See List of cognitive biases for a comprehensive list Exponent bias, the constant offset of an exponent's value Inductive bias, the set of assumptions...

(fallacy) – Informal fallacy Association fallacy – Informal inductive fallacy Availability bias – Bias towards recently acquired informationPages displaying...

optimization Robot learning Transfer learning Baxter, J. (2000). A model of inductive bias learning" Journal of Artificial Intelligence Research 12:149--198, On-line...