Sampling Bias

Sampling

नमुना लिने

Selecting a subset of data to represent and study a larger population.

Algorithmic Bias

एल्गोरिदमिक पूर्वाग्रह

Unfair outcomes produced by an algorithm, often due to biased data or design.

Automation Bias

स्वचालन पूर्वाग्रह

The tendency of people to over-trust suggestions made by automated systems.

Backpropagation

ब्याकप्रोपागेसन

The algorithm that adjusts weights by sending error signals backward through the network.

Bias (in AI)

पूर्वाग्रह (एआईमा)

Systematic unfairness in AI outputs, often reflecting biases present in training data.

Bias (parameter)

बायस (प्यारामिटर)

An extra learnable value added to a neuron's output to shift it as needed.

Bias Mitigation

पूर्वाग्रह न्यूनीकरण

Techniques to detect and reduce unfair bias in data and models.

Bias-Variance Tradeoff

बायस-भेरियन्स सन्तुलन

The balance between a model being too simple (high bias) and too sensitive to data (high variance).