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65 Results
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Poster
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Fri 11:00 |
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes Syrine Belakaria · Ben Letham · Jana Doppa · Barbara Engelhardt · Stefano Ermon · Eytan Bakshy |
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Affinity Event
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Scalable Permutation Invariant Multi-Output Gaussian Processes for Cancer Drug Response Leiv Ronneberg · Vidhi Lalchand |
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Poster
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Wed 16:30 |
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index Qian Xie · Raul Astudillo · Peter Frazier · Ziv Scully · Alexander Terenin |
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Workshop
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Ensemble Mashups: A Simple Recipe For Better Bayesian Optimization Anand Ravishankar · Fernando Llorente · Yuanqing Song · Petar Djuric |
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Poster
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Wed 16:30 |
DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization Yueming Xu · Haochen Jiang · Zhongyang Xiao · Jianfeng Feng · Li Zhang |
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Poster
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Wed 11:00 |
Nonstationary Sparse Spectral Permanental Process Zicheng Sun · Yixuan Zhang · Zenan Ling · Xuhui Fan · Feng Zhou |
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Poster
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Wed 11:00 |
Physics-Informed Variational State-Space Gaussian Processes Oliver Hamelijnck · Arno Solin · Theodoros Damoulas |
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Workshop
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Failure Prediction from Few Expert Demonstrations Anjali Parashar · Kunal Garg · Joseph Zhang · Chuchu Fan |
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Poster
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Fri 16:30 |
Idiographic Personality Gaussian Process for Psychological Assessment Yehu Chen · Muchen Xi · Joshua Jackson · Jacob Montgomery · Roman Garnett |
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Workshop
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Graph Classification Gaussian Processes via Hodgelet Spectral Features Mathieu Alain · So Takao · Bastian Rieck · Xiaowen Dong · Emmanuel Noutahi |
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Poster
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Fri 11:00 |
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models Puqian Wang · Nikos Zarifis · Ilias Diakonikolas · Jelena Diakonikolas |
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Workshop
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Stochastic Gradient MCMC for Gaussian Process Inference on Massive Geostatistical Data Mohamed Abba · Brian Reich · Reetam Majumder · Brandon Feng |