How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses
- Vraj Shah
- Thomas Parashos
- et al.
- 2024
- VLDB 2024
Conference paper
Publications
1677 results for Machine Learning
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
- Wangyang Ying
- Dongjie Wang
- et al.
- 2024
- KDD 2024
Conference paperEvaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies
- Christos Theodoropoulos
- Natasha Mulligan
- et al.
- 2024
- MIE 2024
Conference paperMastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization
- Haohui Wang
- Baoyu Jing
- et al.
- 2024
- KDD 2024
Conference paperFragile Earth: Generative and Foundational Models for Sustainable Development
- Emre Eftelioglu
- Bistra Dilkina
- et al.
- 2024
- KDD 2024
WorkshopHarnessing negative data for enhancing model learning in chemistry
- Alessandra Toniato
- Mara Graziani
- et al.
- 2024
- ACS Fall 2024
Invited talkMultimodal Molecular Representation Learning for Small Molecule Drug Discovery - Pretraining and Early Fusion Architectures
- Partha Suryanarayanan
- Shreyans Sethi
- et al.
- 2024
- ACS Fall 2024
TalkAtomistic simulations and machine learning approaches to investigate bromoform interactions with cell membranes: Implications for seaweed-based methane emission reduction
- Jie Shi
- Kevin Cheng
- et al.
- 2024
- ACS Fall 2024
TalkAI-Assisted Raman Spectral Peak Label Assignment
- Ademir Ferreira Da Silva
- Matheus Esteves Ferreira
- et al.
- 2024
- ACS Fall 2024
TalkPFACTS: Faster solutions for forever chemicals
- Brandi Ransom
- Dan Sanders
- et al.
- 2024
- ACS Fall 2024
Talk