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90 Results
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Poster
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Wed 11:00 |
A Cross-Domain Benchmark for Active Learning Thorben Werner · Johannes Burchert · Maximilian Stubbemann · Lars Schmidt-Thieme |
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Workshop
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Direct Acquisition Optimization for Low-Budget Active Learning Zhuokai Zhao · Yibo Jiang · Yuxin Chen |
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Poster
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Wed 16:30 |
Adaptive Sampling for Efficient Softmax Approximation Tavor Baharav · Ryan Kang · Colin Sullivan · Mo Tiwari · Eric Luxenberg · David Tse · Mert Pilanci |
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Poster
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Wed 11:00 |
Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice Sebastiaan De Peuter · Shibei Zhu · Yujia Guo · Andrew Howes · Samuel Kaski |
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Workshop
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Active Inverse Reinforcement Learning with Full Trajectories Ondrej Bajgar · Dewi Gould · Jonathon Liu · Oliver Newcombe · Rohan Mitta · Jack Golden |
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Workshop
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Variational Search Distributions Daniel Steinberg · Rafael Oliveira · Cheng Soon Ong · Edwin Bonilla |
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Workshop
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Discovering Multi-Layer Films for Electromagnetic Interference Shielding and Passive Cooling with Multi-Objective Active Learning Mingxuan Li · Jungtaek Kim · Paul Leu |
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Poster
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Wed 11:00 |
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms Daniel Haimovich · Dima Karamshuk · Fridolin Linder · Niek Tax · Milan Vojnovic |
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Poster
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Fri 11:00 |
SEL-BALD: Deep Bayesian Active Learning with Selective Labels Ruijiang Gao · Mingzhang Yin · Maytal Saar-Tsechansky |
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Workshop
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Big Batch Bayesian Active Learning by Considering Predictive Probabilities Sebastian Ober · Sam Power · Tom Diethe · Henry Moss |
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Workshop
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Adaptive Transductive Inference via Sequential Experimental Design with Contextual Retention Tareq Si Salem |
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Workshop
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Hi-fi functional priors by learning activations Marcin Sendera · Amin Sorkhei · Tomasz Kuśmierczyk |