Mitigating multiple descents: A model-agnostic framework for risk monotonization.
Pratik PatilArun Kumar KuchibhotlaYuting WeiAlessandro RinaldoPublished in: CoRR (2022)
Keyphrases
- probabilistic model
- theoretical framework
- computational model
- unified model
- formal model
- theoretical foundation
- high level
- objective function
- main contribution
- modeling framework
- conceptual model
- multiple models
- generic model
- prior knowledge
- information retrieval
- conceptual framework
- learning algorithm
- data sets
- mathematical framework
- risk assessment
- autoregressive
- risk management
- mathematical model
- social networks
- parameter estimation
- em algorithm
- probability distribution
- cost function