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192 Results
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Poster
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Tue 17:30 |
Sample Efficient Active Learning of Causal Trees Kristjan Greenewald · Dmitriy Katz · Karthikeyan Shanmugam · Sara Magliacane · Murat Kocaoglu · Enric Boix-Adsera · Guy Bresler |
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Poster
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Thu 17:00 |
Practical Differentially Private Top-k Selection with Pay-what-you-get Composition David Durfee · Ryan Rogers |
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Poster
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Thu 10:45 |
Machine Teaching of Active Sequential Learners Tomi Peltola · Mustafa Mert Çelikok · Pedram Daee · Samuel Kaski |
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Poster
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Wed 17:00 |
Semi-Parametric Efficient Policy Learning with Continuous Actions Victor Chernozhukov · Mert Demirer · Greg Lewis · Vasilis Syrgkanis |
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Poster
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Wed 17:00 |
Multi-resolution Multi-task Gaussian Processes Oliver Hamelijnck · Theodoros Damoulas · Kangrui Wang · Mark Girolami |
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Poster
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Thu 10:45 |
Practical Two-Step Lookahead Bayesian Optimization Jian Wu · Peter Frazier |
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Poster
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Tue 17:30 |
Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up Dominic Richards · Patrick Rebeschini |
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Poster
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Thu 10:45 |
Efficiently avoiding saddle points with zero order methods: No gradients required Emmanouil-Vasileios Vlatakis-Gkaragkounis · Lampros Flokas · Georgios Piliouras |
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Poster
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Tue 17:30 |
Practical Deep Learning with Bayesian Principles Kazuki Osawa · Siddharth Swaroop · Mohammad Emtiyaz Khan · Anirudh Jain · Runa Eschenhagen · Richard Turner · Rio Yokota |
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Poster
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Thu 10:45 |
Alleviating Label Switching with Optimal Transport Pierre Monteiller · Sebastian Claici · Edward Chien · Farzaneh Mirzazadeh · Justin Solomon · Mikhail Yurochkin |
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Poster
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Thu 17:00 |
Bayesian Optimization with Unknown Search Space Huong Ha · Santu Rana · Sunil Gupta · Thanh Nguyen-Tang · Hung Tran-The · Svetha Venkatesh |
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Poster
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Tue 17:30 |
Offline Contextual Bayesian Optimization Ian Char · Youngseog Chung · Willie Neiswanger · Kirthevasan Kandasamy · Oak Nelson · Mark Boyer · Egemen Kolemen · Jeff Schneider |