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Nabeel Seedat
Nabeel Seedat
10
papers
313
total citations
papers (10)
Large Language Models to Enhance Bayesian Optimization
ICLR 2024
arXiv
125
citations
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes
ICML 2024
arXiv
51
citations
Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data
NEURIPS 2023
arXiv
36
citations
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
NEURIPS 2022
arXiv
33
citations
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark
NEURIPS 2023
arXiv
33
citations
Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI
ICLR 2024
arXiv
15
citations
TRIAGE: Characterizing and auditing training data for improved regression
NEURIPS 2023
arXiv
7
citations
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise
ICML 2024
arXiv
7
citations
What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization
NEURIPS 2023
arXiv
5
citations
Going Beyond Static: Understanding Shifts with Time-Series Attribution
ICLR 2025
1
citations