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585 Thu, 8/6/2020, 3:00 PM - 4:50 PM Virtual
Bayesian Neural Networks — Topic Contributed Papers
International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science, Section on Statistical Learning and Data Science, Text Analysis Interest Group
Organizer(s): Deborshee Sen, Duke University
Chair(s): Rudradev Sengupta, Janssen Pharmaceutical Companies of Johnson and Johnson, Beerse, Belgium
3:05 PM Bayesian Dimension Reduction Using Neural Networks
Deborshee Sen, Duke University; David Dunson, Duke University; Theodore Papamarkou, Oak Ridge National Laboratory
3:25 PM Bayesian Deep Net GLM and GLMM
Robert Kohn, University of New South Wales; Minh Ngoc Tran, The University of Sydney
3:45 PM Challenges in Bayesian Inference via Markov Chain Monte Carlo for Neural Networks
Theodore Papamarkou
4:05 PM Practical Bayesian Inference for Shallow CNNs in NLP
Jacob Hinkle, Oak Ridge National Lab; Devanshu Agrawal, Oak Ridge National Lab; Theodore Papamarkou, Oak Ridge National Laboratory
4:25 PM Floor Discussion