Time-varying volatility refers to the phenomenon where the volatility of a financial asset or market changes over time, often in response to economic events, news, or changes in market conditions. Understanding and modeling time-varying volatility is crucial for risk management, derivative pricing, and portfolio optimization as it affects the predictability and potential risk of investments.