Koulik Khamaru
Publications by Year
Research Areas
Statistical Methods and Inference, Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Statistical Methods and Bayesian Inference, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems(2018)88 cited
- → Convergence guarantees for a class of non-convex and non-smooth optimization problems(2018)37 cited
- → Singularity, misspecification and the convergence rate of EM(2020)36 cited
- → A Peak Synchronization Measure for Multiple Signals(2014)19 cited
- → Singularity, Misspecification, and the Convergence Rate of EM(2018)15 cited
- → Sharp Analysis of Expectation-Maximization for Weakly Identifiable\n Models(2019)10 cited
- Theoretical guarantees for EM under misspecified Gaussian mixture models(2018)
- → Instability, Computational Efficiency and Statistical Accuracy(2020)8 cited