Pradeep Ravikumar

Latest

• Iterative Alignment Flows
• Automated Dependence Plots
• On the (In)fidelity and Sensitivity of Explanations
• Deep Density Destructors
• Hyperparameter Selection under Localized Label Noise via Corrupt Validation
• A Review of Multivariate Distributions for Count Data Derived from the Poisson Distribution
• Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies
• Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial
• Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs
• Admixture of Poisson MRFs: A Topic Model with Word Dependencies