Get started
Author

Nabeel Seedat

Generalization—a key challenge for responsible AI in patient-facing clinical applications
2024 · Lea Goetz, Nabeel Seedat, et al. · npj Digital Medicine · 125
Navigating Data-Centric Artificial Intelligence With DC-Check: Advances, Challenges, and Opportunities
2023 · Nabeel Seedat, Fergus Imrie, et al. · IEEE Transactions on Artificial Intelligence · 30
PDF
Large Language Models to Enhance Bayesian Optimization
2024 · Liu, Tennison, Astorga, Nicolás, et al. · arXiv (Cornell University) · 19
PDF
U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging
2024 · Elisabeth R.M. Heremans, Nabeel Seedat, et al. · Computers in Biology and Medicine · 16
Automated and interpretable m-health discrimination of vocal cord pathology enabled by machine learning
2020 · Nabeel Seedat, Vered Aharonson, et al. · IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) · 15
Towards calibrated and scalable uncertainty representations for neural networks
2019 · Seedat, Nabeel, Kanan, Christopher · arXiv (Cornell University) · 13
PDF
Data-IQ: Characterizing Subgroups with Heterogeneous Outcomes in Tabular Data
2022 · Nabeel Seedat, Jonathan Crabbé, et al. · neural information processing systems · 12
PDF
Automated machine vision enabled detection of movement disorders from hand drawn spirals
2020 · Nabeel Seedat, Vered Aharonson, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 11
PDF
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark
2023 · Hansen, Lasse, Seedat, Nabeel, et al. · arXiv (Cornell University) · 10
PDF
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations
2022 · Seedat, Nabeel, Imrie, Fergus, et al. · arXiv (Cornell University) · 8
PDF
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
2025 · Fangyi Yu, Nabeel Seedat, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 6
PDF
Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data
2023 · Boris Van Breugel, Nabeel Seedat, et al. · neural information processing systems · 6
PDF
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark
2023 · Lasse Hansen, Nabeel Seedat, et al. · neural information processing systems · 5
Data-SUITE: Data-centric identification of in-distribution incongruous examples
2022 · Seedat, Nabeel, Crabbé, Jonathan, et al. · arXiv (Cornell University) · 5
PDF
Machine Learning Discrimination of Parkinson’s Disease Stages from Walker-Mounted Sensors Data
2020 · Nabeel Seedat, Vered Aharonson · Studies in computational intelligence · 5
PDF
Automated Stage Discrimination of Parkinson’s Disease
2020 · Vered Aharonson, Nabeel Seedat, et al. · BIO Integration · 5
Improving Adaptive Conformal Prediction Using Self-Supervised Learning
2023 · Seedat, Nabeel, Jeffares, Alan, et al. · arXiv (Cornell University) · 4
PDF
Custom Force Sensor and Sensory Feedback System to Enable Grip Control of a Robotic Prosthetic Hand
2018 · Nabeel Seedat, Irfaan Mohamed, et al. · IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob) · 4
Feasibility of an instrumented walker to quantify treatment effects on Parkinson's patient gait
2018 · Vered Aharonson, Nabeel Seedat, et al. · Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT) · 4
Modeling disagreement in automatic data labeling for semi-supervised learning in Clinical Natural Language Processing
2024 · Hongshu Liu, Nabeel Seedat, et al. · Frontiers in Artificial Intelligence · 2
PDF
Automated remote sleep monitoring needs machine learning with uncertainty quantification
2023 · Elisabeth Heremans, Laura Van den Bulcke, et al. · Research Square · 2
PDF
TRIAGE: Characterizing and auditing training data for improved regression
2023 · Nabeel Seedat, Jonathan Crabbé, et al. · neural information processing systems · 2
PDF
A comparison of footfall detection algorithms from walker mounted sensors data
2018 · Nabeel Seedat, David Beder, et al. · Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT) · 2
Matchmaker: Self-Improving Large Language Model Programs for Schema Matching
2024 · Seedat, Nabeel, van der Schaar, Mihaela · arXiv (Cornell University) · 1
PDF
Automated remote sleep monitoring needs uncertainty quantification
2024 · Elisabeth R. M. Heremans, Laura Van den Bulcke, et al. · Journal of Sleep Research · 1
PDF
Works count: 55
Citation count: 328
H-index: 9
I10-index: 9
Year
Topic
Type