Singh, Prabhant

7 publications

ICLR 2026 How NOT to Benchmark Your SITE Metric: Beyond Static Leaderboards and Towards Realistic Evaluation. Prabhant Singh, Sibylle Hess, Joaquin Vanschoren

CoLLAs 2025 On Supernet Transfer Learning for Effective Task Adaptation Prabhant Singh, Joaquin Vanschoren

MLJ 2024 Towards Efficient AutoML: A Pipeline Synthesis Approach Leveraging Pre-Trained Transformers for Multimodal Data Ambarish Moharil, Joaquin Vanschoren, Prabhant Singh, Damian A. Tamburri

NeurIPSW 2023 Applications of Optimal Transport Distances in Unsupervised AutoML Prabhant Singh, Joaquin Vanschoren

IJCAI 2023 AutoML for Outlier Detection with Optimal Transport Distances Prabhant Singh, Joaquin Vanschoren

MLJ 2023 Online AutoML: An Adaptive AutoML Framework for Online Learning Bilge Celik, Prabhant Singh, Joaquin Vanschoren

NeurIPSW 2022 LOTUS: Learning to Learn with Optimal Transport in Unsupervised Scenarios Prabhant Singh, Joaquin Vanschoren