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94 Results

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Poster
Thu 16:30 Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism
Ronast Subedi · Lu Wei · Wenhan Gao · Shayok Chakraborty · Yi Liu
Workshop
Direct Acquisition Optimization for Low-Budget Active Learning
Zhuokai Zhao · Yibo Jiang · Yuxin Chen
Poster
Wed 16:30 Adaptive Sampling for Efficient Softmax Approximation
Tavor Baharav · Ryan Kang · Colin Sullivan · Mo Tiwari · Eric Luxenberg · David Tse · Mert Pilanci
Workshop
Variational Search Distributions
Daniel Steinberg · Rafael Oliveira · Cheng Soon Ong · Edwin Bonilla
Poster
Wed 11:00 Clustering with Non-adaptive Subset Queries
Hadley Black · Euiwoong Lee · Arya Mazumdar · Barna Saha
Poster
Wed 11:00 A Cross-Domain Benchmark for Active Learning
Thorben Werner · Johannes Burchert · Maximilian Stubbemann · Lars Schmidt-Thieme
Poster
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
Workshop
Active Inverse Reinforcement Learning with Full Trajectories
Ondrej Bajgar · Dewi Gould · Jonathon Liu · Oliver Newcombe · Rohan Mitta · Jack Golden
Workshop
Discovering Multi-Layer Films for Electromagnetic Interference Shielding and Passive Cooling with Multi-Objective Active Learning
Mingxuan Li · Jungtaek Kim · Paul Leu
Poster
Wed 11:00 On the Convergence of Loss and Uncertainty-based Active Learning Algorithms
Daniel Haimovich · Dima Karamshuk · Fridolin Linder · Niek Tax · Milan Vojnovic
Poster
Fri 11:00 Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness
Weilin Lin · Li Liu · Shaokui Wei · Jianze Li · Hui Xiong
Poster
Fri 11:00 SEL-BALD: Deep Bayesian Active Learning with Selective Labels
Ruijiang Gao · Mingzhang Yin · Maytal Saar-Tsechansky