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170 Results
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Poster
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Wed 16:30 |
Sample-Efficient Private Learning of Mixtures of Gaussians Hassan Ashtiani · Mahbod Majid · Shyam Narayanan |
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Poster
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Wed 16:30 |
Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling Yuanqi Du · Michael Plainer · Rob Brekelmans · Chenru Duan · Frank Noe · Carla Gomes · Alan Aspuru-Guzik · Kirill Neklyudov |
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Poster
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Fri 11:00 |
Active preference learning for ordering items in- and out-of-sample Herman Bergström · Emil Carlsson · Devdatt Dubhashi · Fredrik Johansson |
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Poster
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Thu 11:00 |
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings Xiao Tan · Yiqin Wang · Yangyang Shen · Dian Shen · Meng Wang · Peibo Duan · Beilun Wang |
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Poster
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Fri 11:00 |
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation Julius Vetter · Guy Moss · Cornelius Schröder · Richard Gao · Jakob H Macke |
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Affinity Event
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Tue 9:10 |
A Kernel Two-Sample Test with the Representation Jensen-Shannon Divergence Jhoan Keider Hoyos |
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Poster
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Thu 11:00 |
VISA: Variational Inference with Sequential Sample-Average Approximations Heiko Zimmermann · Christian Andersson Naesseth · Jan-Willem van de Meent |
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Poster
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Wed 16:30 |
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference Sam Griesemer · Defu Cao · Zijun Cui · Carolina Osorio · Yan Liu |
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Poster
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Fri 11:00 |
Sample-efficient Bayesian Optimisation Using Known Invariances Theodore Brown · Alexandru Cioba · Ilija Bogunovic |
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Poster
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Thu 16:30 |
Sample-Efficient Constrained Reinforcement Learning with General Parameterization Washim Mondal · Vaneet Aggarwal |
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Affinity Event
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A Kernel Two-Sample Test with the Representation Jensen-Shannon Divergence Jhoan Keider Hoyos · Luis Sanchez Giraldo |
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Poster
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Thu 11:00 |
Sample-Efficient Agnostic Boosting Udaya Ghai · Karan Singh |