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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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Poster
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Wed 16:30
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Adaptive Sampling for Efficient Softmax Approximation
Tavor Baharav · Ryan Kang · Colin Sullivan · Mo Tiwari · Eric Luxenberg · David Tse · Mert Pilanci
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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
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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
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SEL-BALD: Deep Bayesian Active Learning with Selective Labels
Ruijiang Gao · Mingzhang Yin · Maytal Saar-Tsechansky
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Poster
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Fri 11:00
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Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness
Weilin Lin · Li Liu · Shaokui Wei · Jianze Li · Hui Xiong
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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
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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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Poster
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Fri 16:30
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Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning
Huzi Cheng · Joshua Brown
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Poster
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Fri 11:00
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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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Wed 11:00
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Transductive Active Learning: Theory and Applications
Jonas Hübotter · Bhavya · Lenart Treven · Yarden As · Andreas Krause
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