Workshop on Efficient Approximate Bayesian Inference at BIRS
Invited Talk: Variational inference aided variable selection for spatially structured high dimensional covariates., Banff, Canada.
Talks and presentations
Joint Statistical Meetings (JSM)
Invited Talk: Variational inference aided variable selection for spatially structured high dimensional covariates., Portland, USA.
Joint Statistical Meetings (JSM)
Invited Talk: Variable Selection with Deep Neural Networks using α-Regularized Variational Inference., Toronto, Canada.
International Chinese Statistical Association Conference (ICSA)
Invited Talk: Statistically valid variational Bayes algorithm for Ising model parameter estimation, Ann Arbor, USA.
Joint Statistical Meetings (JSM)
Topic-Contributed Talk: Statistical Foundation of Variational Bayes Computer Models., Toronto, Canada, USA.
SIAM conference on Uncertainty Quantification
Invited Talk (Virtual): Layer Adaptive Node Selection in Bayesian Neural Networks: Statistical Guarantees and Implementation Details., Atlanta, USA.
Information and Statistics for Nuclear Experiment and Theory (ISNET)
Invited Talk (Virtual): Black Box Variational Bayesian Model Averaging., East Lansing, USA.
Extreme Value Analysis Conference (EVA)
Contributed Talk (Virtual): Spatial impact of extremes of heat waves., Edinburgh, UK.
International Conference on Computational and Methodological Statistics (CMStatistics)
Invited Talk (Virtual): Comprehensive study of variational Bayes classification for dense deep neural networks, Virtual
Indian Statistical Institute (ISI)
Invited Talk: Outlier detection based on extreme value theory and applications., Kolkata, India.
Joint Statistical Meetings (JSM)
Contributed Talk: Spatial impact of extremes of heat waves., Denver, USA.
International Indian Statistical Association Conference (IISA)
Invited Talk: Data-adaptive trimming of the Hill estimator and detection of outliers in the extremes of heavy-tailed data., Hyderabad, India.
Extreme Value Analysis Conference (EVA)
Contributed Talk (Virtual): Data-adaptive trimming of the Hill estimator and detection of outliers in the extremes of heavy-tailed data., Delft, Netherlands.
International Conference on Computational and Methodological Statistics (CMStatistics)
Invited Talk: AMON: An open source architecture for online monitoring, statistical analysis, and forensics of multi-gigabit streams., Seville, Spain.
IEEE Global Conference on Signal and Information Processing, Global SIP
Contributed Talk: Adaptive statistical detection of false data injection attacks in smart grids., Washington D.C., USA.