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Poster
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Thu 11:00
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Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
Shima Adeli · Mojtaba Tefagh · Gourav Jhanwar · Masoud Zarepisheh
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Poster
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Fri 11:00
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A Bayesian Approach to Data Point Selection
XINNUO XU · Minyoung Kim · Royson Lee · Brais Martinez · Timothy Hospedales
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Workshop
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Robust Multi-fidelity Bayesian Optimization with Deep Kernel and Partition
Fengxue Zhang · Thomas A Desautels · Yuxin Chen
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Workshop
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Bayesian Optimization for High-dimensional Urban Mobility Problems
Seongjin Choi · Sergio Rodriguez · Carolina Osorio
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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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Workshop
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Efficient Experimentation for Estimation of Continuous and Discrete Conditional Treatment Effects
Muhammed Razzak · Panagiotis Tigas · Andrew Jesson · Yarin Gal · Uri Shalit
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Poster
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Wed 16:30
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Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization
ZHEYI FAN · Wenyu Wang · Szu Hui Ng · Qingpei Hu
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Poster
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Wed 11:00
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Inversion-based Latent Bayesian Optimization
Jaewon Chu · Jinyoung Park · Seunghun Lee · Hyunwoo Kim
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Workshop
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BALLAST: Bayesian Active Learning with Look-ahead Amendment for Sea-drifter Trajectories
Rui-Yang Zhang · Henry Moss · Lachlan Astfalck · Edward Cripps · David Leslie
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Workshop
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Optimal Spectroscopic Measurement Design: Bayesian Framework for Rational Data Acquisition
Yusei Ito · Yasuo Takeichi · Hideitsu Hino · Kanta Ono
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Workshop
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Higher Uncertainty Leads to Less Exploration in a Combinatorial Discovery Game
Bonan Zhao · Natalia Vélez · Tom Griffiths
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Poster
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Thu 11:00
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Improving Deep Learning Optimization through Constrained Parameter Regularization
Jörg Franke · Michael Hefenbrock · Gregor Koehler · Frank Hutter
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