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← Authors

Vinayak Rao

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

Achievements

Jump to papers ↓
+11 more ↓ 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
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) nonparametric bayesian (3) poisson process (3) posterior inference (3) bayesian nonparametrics (3) kernel methods (2) stein discrepancy (2) markov jump process (2) dirichlet process (2) gamma process (2) gibbs sampling (2) topic modeling (2) differential privacy (2) gaussian process (2) variational inference (2) goodness-of-fit test (2) data augmentation (1) graph classification (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