Missing Data

Imputation

इम्प्युटेसन / मान पूर्ति

Filling in missing values in a dataset with estimated ones.

Distribution

वितरण

How values in a dataset are arranged across their possible range.

Range

परास / दायरा

The difference between the largest and smallest values in a dataset.

Weight Initialization

वजन प्रारम्भीकरण

Setting starting values for a network's weights before training begins.

Alignment

एलाइनमेन्ट / तालमेल

Ensuring an AI system's goals and behavior match human values and intentions.

Autoregressive

अटोरिग्रेसिभ

Generating output one token at a time, each based on all the tokens produced before it.

Bayesian Optimization

बेजियन अनुकूलन

An efficient method for tuning hyperparameters by modeling which settings work best.

Benchmark

बेन्चमार्क / मापदण्ड

A standard dataset or test used to compare the performance of different models.