Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  discuss the application of TAP mean field methods known from the Statistical Mechanics of disordered systems to Bayesian classification models with Gaussian processes. In contrast to previous approaches, no knowledge about the distribution of inputs is needed. Simulation results for the Sonar data set are given.
['Manfred Opper', 'Ole Winther']
I am writing a research paper on a idea Mean Field Methods for Classification with Gaussian Processes
[{"from": "human", "value": "I am writing a research paper on a idea Mean Field Methods for Classification with Gaussian Processes"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  discuss the application of TAP mean field methods known from the Statistical Mechanics of disordered systems to Bayesian classification models with Gaussian processes. In contrast to previous approaches, no knowledge about the distribution of inputs is needed. Simulation results for the Sonar data set are given."}]