How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses
- Vraj Shah
- Thomas Parashos
- et al.
- 2024
- VLDB 2024
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- Machine Learning
1423 results for Machine Learning
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing
- Changchang Yin
- Pin-Yu Chen
- et al.
- 2024
- KDD 2024
Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization
- Haohui Wang
- Baoyu Jing
- et al.
- 2024
- KDD 2024
AIM: Attributing, Interpreting, Mitigating Data Unfairness
- Zhining Liu
- Ruizhong Qiu
- et al.
- 2024
- KDD 2024
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
- Wangyang Ying
- Dongjie Wang
- et al.
- 2024
- KDD 2024
Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies
- Christos Theodoropoulos
- Natasha Mulligan
- et al.
- 2024
- MIE 2024
Fragile Earth: Generative and Foundational Models for Sustainable Development
- Emre Eftelioglu
- Bistra Dilkina
- et al.
- 2024
- KDD 2024
Harnessing negative data for enhancing model learning in chemistry
- Alessandra Toniato
- Mara Graziani
- et al.
- 2024
- ACS Fall 2024
Lifecycle materials design tool
- Brandi Ransom
- Benjamin Wunsch
- et al.
- 2024
- ACS Fall 2024
AI-Assisted Raman Spectral Peak Label Assignment
- 2024
- ACS Fall 2024