← Authors

Vinayak Rao

20 papers · 2007–2023 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (13) πŸƒ Academic Marathon (16) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🌟 Keyword Trendsetter Combo (4) πŸ† Keyword Champion (2) 🧬 Topic Evolution πŸ’Ž Century Club (20) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (52)

Conferences

NIPS (8) ICML (6) JMLR (3) AISTATS (2) ICLR (1)

Top co-authors

Jennifer Neville (3) Yee W. Teh (3) Lawrence Carin (3) Yee Whye Teh (2) Harsha Honnappa (2) Wenzhao Lian (2) Balasubramaniam Srinivasan (2) Jordan Awan (2) Prateek Jaiswal (2) Jiasen Yang (2)

Research topics

Differential Privacy (1) Probability (1)

Keywords

markov chain monte carlo (7) bayesian inference (5) point process (4) poisson process (3) nonparametric bayesian (3) posterior inference (3) bayesian nonparametrics (3) markov jump process (2) stein discrepancy (2) kernel methods (2) dirichlet process (2) goodness-of-fit test (2) gamma process (2) topic modeling (2) variational inference (2) gibbs sampling (2) differential privacy (2) gaussian process (2) bayesian nonparametric (2) data augmentation (1)

Papers

Privacy-Aware Rejection Sampling JMLR 2023
On the Statistical Consistency of Risk-Sensitive Bayesian Decision-Making NIPS 2023
Data Augmentation MCMC for Bayesian Inference from Privatized Data NIPS 2022
Asymptotic Consistency of $\alpha$-{R}Γ©nyi-Approximate Posteriors JMLR 2020
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs ICLR 2019
A Stein–Papangelou Goodness-of-Fit Test for Point Processes AISTATS 2019
Relational Pooling for Graph Representations ICML 2019
Goodness-of-Fit Testing for Discrete Distributions via Stein Discrepancy ICML 2018
Nested CRP with Hawkes-Gaussian Processes AISTATS 2018
Markov-modulated Marked Poisson Processes for Check-in Data ICML 2016
A Multitask Point Process Predictive Model ICML 2015
Modeling Correlated Arrival Events with Latent Semi-Markov Processes ICML 2014
Fast MCMC Sampling for Markov Jump Processes and Extensions JMLR 2013
Dependent Normalized Random Measures ICML 2013
Real-Time Inference for a Gamma Process Model of Neural Spiking NIPS 2013
Repulsive Mixtures NIPS 2012
MCMC for continuous-time discrete-state systems NIPS 2012
Gaussian process modulated renewal processes NIPS 2011
Spatial Normalized Gamma Processes NIPS 2009
Retrieved context and the discovery of semantic structure NIPS 2007