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Search All 2022 Events
481 Results
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Workshop
Fri 9:30
Deep-learning-based characterization of glucose biomarkers to identify type 2 diabetes, prediabetes, and healthy individuals
Sina Akbarian · Qayam Jetha · Jouhyun Jeon
Poster
Thu 9:00
Asymptotic Properties for Bayesian Neural Network in Besov Space
Kyeongwon Lee · Jaeyong Lee
Poster
Tue 14:00
Posterior Collapse of a Linear Latent Variable Model
Zihao Wang · Liu Ziyin
Workshop
Bridging the Microwave Data Gap; Using Bayesian Deep Learning to “See” the Unseen
Pedro Ortiz · Eleanor Casas · Marko Orescanin · Scott Powell
Workshop
Why are deep learning-based models of geophysical turbulence long-term unstable?
Ashesh Chattopadhyay · Pedram Hassanzadeh
Poster
Thu 9:00
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification
Sanyam Kapoor · Wesley Maddox · Pavel Izmailov · Andrew Wilson
Workshop
Contrasting random and learned features in deep Bayesian linear regression
Jacob Zavatone-Veth · William Tong · Cengiz Pehlevan
Poster
Wed 9:00
All You Need is a Good Functional Prior for Bayesian Deep Learning
Ba-Hien Tran · Simone Rossi · Dimitrios Milios · Maurizio Filippone
Poster
Tue 14:00
Pyramid Attention For Source Code Summarization
Lei Chai · Ming LI
Poster
Wed 9:00
Model-based Lifelong Reinforcement Learning with Bayesian Exploration
Haotian Fu · Shangqun Yu · Michael Littman · George Konidaris
Poster
Accelerated Linearized Laplace Approximation for Bayesian Deep Learning
Zhijie Deng · Feng Zhou · Jun Zhu
Workshop
Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning
Remo Sasso · Matthia Sabatelli · Marco Wiering
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