Summary of Pac-bayesian Generalization Bounds For Knowledge Graph Representation Learning, by Jaejun Lee et al.
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learningby Jaejun Lee, Minsung Hwang, Joyce Jiyoung WhangFirst…
Summary of Improving Deep Learning Model Calibration For Cardiac Applications Using Deterministic Uncertainty Networks and Uncertainty-aware Training, by Tareen Dawood et al.
Improving Deep Learning Model Calibration for Cardiac Applications using Deterministic Uncertainty Networks and Uncertainty-aware Trainingby…
Summary of Selective Fine-tuning on Llm-labeled Data May Reduce Reliance on Human Annotation: a Case Study Using Schedule-of-event Table Detection, by Bhawesh Kumar et al.
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using…
Summary of A Novel Pseudo Nearest Neighbor Classification Method Using Local Harmonic Mean Distance, by Junzhuo Chen et al.
A Novel Pseudo Nearest Neighbor Classification Method Using Local Harmonic Mean Distanceby Junzhuo Chen, Zhixin…
Summary of Puma: Margin-based Data Pruning, by Javier Maroto and Pascal Frossard
PUMA: margin-based data pruningby Javier Maroto, Pascal FrossardFirst submitted to arxiv on: 10 May 2024CategoriesMain:…
Summary of Learning From String Sequences, by David Lindsay and Sian Lindsay
Learning from String Sequencesby David Lindsay, Sian LindsayFirst submitted to arxiv on: 10 May 2024CategoriesMain:…
Summary of Driving Down Poisson Error Can Offset Classification Error in Clinical Tasks, by Charles B. Delahunt et al.
Driving down Poisson error can offset classification error in clinical tasksby Charles B. Delahunt, Courosh…
Summary of Informed Decision-making Through Advancements in Open Set Recognition and Unknown Sample Detection, by Atefeh Mahdavi et al.
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detectionby Atefeh Mahdavi, Marco…
Summary of Self-supervised Learning Of Time Series Representation Via Diffusion Process and Imputation-interpolation-forecasting Mask, by Zineb Senane et al.
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Maskby Zineb Senane, Lele…
Summary of A Universal Growth Rate For Learning with Smooth Surrogate Losses, by Anqi Mao et al.
A Universal Growth Rate for Learning with Smooth Surrogate Lossesby Anqi Mao, Mehryar Mohri, Yutao…