Mar 02, 2026

• bias
• variance
• human-level-performance
• avoidable-bias
• diagnostics

Mar 02, 2026

• data-splits
• train-dev-test
• distribution-mismatch
• evaluation

Mar 02, 2026

• error-analysis
• diagnostics
• dev-set
• mislabeling

Mar 02, 2026

• evaluation
• metrics
• satisficing
• optimizing
• model-selection

Mar 02, 2026

• multi-task-learning
• shared-representations
• negative-transfer
• regularization

Mar 02, 2026

• orthogonalization
• ml-process
• debugging
• early-stopping

Mar 02, 2026

• transfer-learning
• fine-tuning
• pretraining
• negative-transfer