Wasserstein Distance
A distance metric used to measure the dissimilarity between two probability distributions.
Common AI terms beginning with W, defined for advertising professionals.
Find the Flux+Form AI glossary & dictionary to help you make sense of common AI terms. Below you can find an AI Glossary & Dictionary for “W”.
A distance metric used to measure the dissimilarity between two probability distributions.
A model that performs only slightly better than random guessing; used as a building block in boosting algorithms.
Extracting data from websites using automated tools, often to gather market intelligence.
A parameter in a neural network that determines the strength of the connection between nodes.
A regularization technique that penalizes large weights to reduce overfitting.
The strategy for setting initial values of weights before training; good initialization can speed up convergence.
Reusing the same weights across different parts of a network to reduce the number of parameters.
A neural network with many neurons in each layer, enabling it to learn diverse features.
In signal processing, a mathematical function applied to a signal to minimize edge effects before analysis.
Using AI and software to automate routine marketing tasks such as approvals, scheduling and reporting.
The capacity to envision large-scale outcomes and multi-step processes for AI agents to execute. As models need less prompting structure, the bottleneck shifts from prompt craft to the size of the workflow you can imagine.
What happens when someone skips their own review of AI-generated work and passes it along for someone else to catch and fix.
A dense vector representation of words capturing semantic relationships.
A popular algorithm for generating word embeddings by training a shallow neural network on large text corpora.
AI systems that build an internal model of how the world works, including physics, space, and cause and effect, so they can predict and simulate outcomes.
A feature selection technique that evaluates subsets of features by training and testing a model on them.
The dictionary defines the words. The Creative Cadence Workshop builds the practice. Eight weeks of hands-on AI training built for ad agencies and in-house creative teams.
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