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Poster
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Tue 8:30 |
A Kernel-based Test of Independence for Cluster-correlated Data Hongjiao Liu · Anna Plantinga · Yunhua Xiang · Michael Wu |
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Poster
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Wed 16:30 |
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method Yifan Chen · Qi Zeng · Heng Ji · Yun Yang |
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Poster
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Fri 8:30 |
Dynamic Causal Bayesian Optimization Virginia Aglietti · Neil Dhir · Javier González · Theodoros Damoulas |
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Poster
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Tue 8:30 |
Black Box Probabilistic Numerics Onur Teymur · Christopher Foley · Philip Breen · Toni Karvonen · Chris Oates |
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Workshop
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A General Method for Calibrating Stochastic Radio Channel Models with Kernels Ayush Bharti · Francois-Xavier Briol |
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Workshop
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Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects Rahul Singh · Ritsugen Jo · Arthur Gretton |
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Poster
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Tue 8:30 |
A variational approximate posterior for the deep Wishart process Sebastian Ober · Laurence Aitchison |
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Poster
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Thu 16:30 |
Continuous-time edge modelling using non-parametric point processes Xuhui Fan · Bin Li · Feng Zhou · Scott SIsson |
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Poster
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Tue 8:30 |
Spatio-Temporal Variational Gaussian Processes Oliver Hamelijnck · William Wilkinson · Niki Loppi · Arno Solin · Theodoros Damoulas |
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Poster
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Tue 8:30 |
Deconditional Downscaling with Gaussian Processes Siu Lun Chau · Shahine Bouabid · Dino Sejdinovic |
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Poster
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Thu 16:30 |
Fast Bayesian Inference for Gaussian Cox Processes via Path Integral Formulation Hideaki Kim |
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Poster
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Tue 8:30 |
A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance Sudeep Salgia · Sattar Vakili · Qing Zhao |