Summary of Regal: Python Package For Active Learning Of Regression Problems, by Elizaveta Surzhikova and Jonny Proppe
regAL: Python Package for Active Learning of Regression Problemsby Elizaveta Surzhikova, Jonny ProppeFirst submitted to…
Summary of Autoal: Automated Active Learning with Differentiable Query Strategy Search, by Yifeng Wang et al.
AutoAL: Automated Active Learning with Differentiable Query Strategy Searchby Yifeng Wang, Xueying Zhan, Siyu HuangFirst…
Summary of A Simplifying and Learnable Graph Convolutional Attention Network For Unsupervised Knowledge Graphs Alignment, by Weishan Cai et al.
A Simplifying and Learnable Graph Convolutional Attention Network for Unsupervised Knowledge Graphs Alignmentby Weishan Cai,…
Summary of Mf-lal: Drug Compound Generation Using Multi-fidelity Latent Space Active Learning, by Peter Eckmann et al.
MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learningby Peter Eckmann, Dongxia Wu, Germano…
Summary of Alvin: Active Learning Via Interpolation, by Michalis Korakakis et al.
ALVIN: Active Learning Via INterpolationby Michalis Korakakis, Andreas Vlachos, Adrian WellerFirst submitted to arxiv on:…
Summary of A Utility-mining-driven Active Learning Approach For Analyzing Clickstream Sequences, by Danny Y. C. Wang et al.
A Utility-Mining-Driven Active Learning Approach for Analyzing Clickstream Sequencesby Danny Y. C. Wang, Lars Arne…
Summary of Melissadl X Breed: Towards Data-efficient On-line Supervised Training Of Multi-parametric Surrogates with Active Learning, by Sofya Dymchenko (datamove) et al.
MelissaDL x Breed: Towards Data-Efficient On-line Supervised Training of Multi-parametric Surrogates with Active Learningby Sofya…
Summary of Language Model-driven Data Pruning Enables Efficient Active Learning, by Abdul Hameed Azeemi et al.
Language Model-Driven Data Pruning Enables Efficient Active Learningby Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha…
Summary of Gpt-4o As the Gold Standard: a Scalable and General Purpose Approach to Filter Language Model Pretraining Data, by Jifan Zhang et al.
GPT-4o as the Gold Standard: A Scalable and General Purpose Approach to Filter Language Model…
Summary of Active Learning Of Deep Neural Networks Via Gradient-free Cutting Planes, by Erica Zhang et al.
Active Learning of Deep Neural Networks via Gradient-Free Cutting Planesby Erica Zhang, Fangzhao Zhang, Mert…