Nabeel Seedat
Cornell University
H-index: 7
North America-United States
Top articles of Nabeel Seedat
Large Language Models to Enhance Bayesian Optimization
arXiv preprint arXiv:2402.03921
2024/2/6
Nabeel Seedat
H-Index: 3
Mihaela Van Der Schaar
H-Index: 42
DAGnosis: Localized Identification of Data Inconsistencies using Structures
arXiv preprint arXiv:2402.17599
2024/2/26
Jeroen Berrevoets
H-Index: 2
Nabeel Seedat
H-Index: 3
Jonathan Crabbé
H-Index: 1
Mihaela Van Der Schaar
H-Index: 42
U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging
Computers in Biology and Medicine
2024/2/23
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in ultra low-data regimes
arXiv preprint arXiv:2312.12112
2023/12/19
Nabeel Seedat
H-Index: 3
Mihaela Van Der Schaar
H-Index: 42
Navigating Data-Centric Artificial Intelligence with DC-Check: Advances, Challenges, and Opportunities
2023/12/22
Automated remote sleep monitoring needs machine learning with uncertainty quantification
2023/12/8
When is Off-Policy Evaluation Useful? A Data-Centric Perspective
2024/5
TRIAGE: Characterizing and auditing training data for improved regression
2023/10/29
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark
NeurIPS 2023 (37th Conference on Neural Information Processing Systems)
2023/10/25
Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data
Advances in Neural Information Processing Systems 36
2023/10/25
Dissecting sample hardness: Fine-grained analysis of Hardness Characterization Methods
2023/10/13
Quantile-Free Regression: A Flexible Alternative to Quantile Regression
2023/10/13
Nabeel Seedat
H-Index: 3
Mihaela Van Der Schaar
H-Index: 42
What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization
2023/11/2
Differentiable and transportable structure learning
2023/7/3
Jeroen Berrevoets
H-Index: 2
Nabeel Seedat
H-Index: 3
Fergus Imrie
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Improving Adaptive Conformal Prediction Using Self-Supervised Learning
International Conference on Artificial Intelligence and Statistics (AISTATS)
2023/2/23
Dc-check: A data-centric ai checklist to guide the development of reliable machine learning systems
IEEE Transactions on Artificial Intelligence
2022/11/9
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
2022/10/24
Nabeel Seedat
H-Index: 3
Jonathan Crabbé
H-Index: 1
Ioana Bica
H-Index: 7
Mihaela Van Der Schaar
H-Index: 42
Data-SUITE: Data-centric identification of in-distribution incongruous examples
2022/2/17
Nabeel Seedat
H-Index: 3
Mihaela Van Der Schaar
H-Index: 42
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations
ICML 2022
2022/6/16
Nabeel Seedat
H-Index: 3
Fergus Imrie
H-Index: 2
Alexis Bellot
H-Index: 6
Mihaela Van Der Schaar
H-Index: 42
Modeling Disagreement in Automatic Data Labelling for Semi-Supervised Learning in Clinical Natural Language Processing
arXiv preprint arXiv:2205.14761
2022/5/29
Nabeel Seedat
H-Index: 3
Julia Ive
H-Index: 5
Co-Authors
