2 citations · 2 across the 2 of their papers we have counts for
2 papers
math.ST2023★ 2 cited
Explicit Constraints on the Geometric Rate of Convergence of Random Walk Metropolis-Hastings
Riddhiman Bhattacharya, Galin L. Jones
Convergence rate analyses of random walk Metropolis-Hastings Markov chains on general state spaces have largely focused on establishing sufficient conditions for geometric ergodici…
stat.ML2021
Non-Asymptotic Analysis of Online Multiplicative Stochastic Gradient Descent
Riddhiman Bhattacharya, Tiefeng Jiang
Past research has indicated that the covariance of the Stochastic Gradient Descent (SGD) error done via minibatching plays a critical role in determining its regularization and esc…