Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo.
Yu-Xiang WangStephen E. FienbergAlexander J. SmolaPublished in: ICML (2015)
Keyphrases
- monte carlo
- stochastic gradient
- markov chain monte carlo
- importance sampling
- stochastic gradient descent
- adaptive sampling
- markov chain
- nearest neighbor classifier
- particle filter
- step size
- monte carlo tree search
- bayesian framework
- point processes
- probability distribution
- probabilistic model
- posterior probability
- upper bound
- dynamic programming