Summary of Provably Accurate Shapley Value Estimation Via Leverage Score Sampling, by Christopher Musco and R. Teal Witter
Provably Accurate Shapley Value Estimation via Leverage Score Samplingby Christopher Musco, R. Teal WitterFirst submitted…
Summary of Differentially Private Active Learning: Balancing Effective Data Selection and Privacy, by Kristian Schwethelm et al.
Differentially Private Active Learning: Balancing Effective Data Selection and Privacyby Kristian Schwethelm, Johannes Kaiser, Jonas…
Summary of Towards An Active-learning Approach to Resource Allocation For Population-based Damage Prognosis, by George Tsialiamanis et al.
Towards an active-learning approach to resource allocation for population-based damage prognosisby George Tsialiamanis, Keith Worden,…
Summary of A3: Active Adversarial Alignment For Source-free Domain Adaptation, by Chrisantus Eze and Christopher Crick
A3: Active Adversarial Alignment for Source-Free Domain Adaptationby Chrisantus Eze, Christopher CrickFirst submitted to arxiv…
Summary of Find Rhinos Without Finding Rhinos: Active Learning with Multimodal Imagery Of South African Rhino Habitats, by Lucia Gordon et al.
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitatsby…
Summary of Enhancing Semi-supervised Learning Via Representative and Diverse Sample Selection, by Qian Shao et al.
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selectionby Qian Shao, Jiangrui Kang, Qiyuan Chen,…
Summary of Malady: Multiclass Active Learning with Auction Dynamics on Graphs, by Gokul Bhusal et al.
MALADY: Multiclass Active Learning with Auction Dynamics on Graphsby Gokul Bhusal, Kevin Miller, Ekaterina MerkurjevFirst…
Summary of Active Learning to Guide Labeling Efforts For Question Difficulty Estimation, by Arthur Thuy et al.
Active Learning to Guide Labeling Efforts for Question Difficulty Estimationby Arthur Thuy, Ekaterina Loginova, Dries…
Summary of Bounds on the Generalization Error in Active Learning, by Vincent Menden et al.
Bounds on the Generalization Error in Active Learningby Vincent Menden, Yahya Saleh, Armin IskeFirst submitted…
Summary of Demau: Decompose, Explore, Model and Analyse Uncertainties, by Arthur Hoarau et al.
DEMAU: Decompose, Explore, Model and Analyse Uncertaintiesby Arthur Hoarau, Vincent LemaireFirst submitted to arxiv on:…