Results for "outcome prediction"
Case Outcome Prediction
Intermediate
Predicting case success probabilities.
Self-Supervised Learning
Intermediate
Learning from data by constructing “pseudo-labels” (e.g., next-token prediction, masked modeling) without manual annotation.
Loss Function
Intermediate
A function measuring prediction error (and sometimes calibration), guiding gradient-based optimization.
Language Model
Intermediate
A model that assigns probabilities to sequences of tokens; often trained by next-token prediction.
Conditional Random Field
Intermediate
Probabilistic graphical model for structured prediction.
Online Inference
Intermediate
Low-latency prediction per request.
Predictive Coding
Frontier
Learning by minimizing prediction error.
AlphaFold
Advanced
Deep learning system for protein structure prediction.
Next-Token Prediction
Intermediate
Training objective where the model predicts the next token given previous tokens (causal modeling).
Prediction Drift
Intermediate
Shift in model outputs.