ML Anthology

Park, Sangwoo

6 publications

ICML 2025 Adaptive Learn-Then-Test: Statistically Valid and Efficient Hyperparameter Selection Matteo Zecchin, Sangwoo Park, Osvaldo Simeone
NeurIPS 2025 Adaptive Prediction-Powered AutoEval with Reliability and Efficiency Guarantees Sangwoo Park, Matteo Zecchin, Osvaldo Simeone
NeurIPS 2025 FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA Seanie Lee, Sangwoo Park, Dong Bok Lee, Dominik Wagner, Haebin Seong, Tobias Bocklet, Juho Lee, Sung Ju Hwang
ECCVW 2024 VLM-HOI: Vision Language Models for Interpretable Human-Object Interaction Analysis Donggoo Kang, Dasol Jeong, Hyunmin Lee, Sangwoo Park, Hasil Park, Sunkyu Kwon, Yeong-Joon Kim, Joonki Paik
AISTATS 2022 Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-Learning Sharu Theresa Jose, Sangwoo Park, Osvaldo Simeone
NeurIPSW 2022 Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction Sangwoo Park, Kfir M. Cohen, Osvaldo Simeone