Colombo, Nicolo

11 publications

MLJ 2025 Conformal Load Prediction with Transductive Graph Autoencoders Rui Luo, Nicolò Colombo

MLJ 2025 Correction to: Conformal Load Prediction with Transductive Graph Autoencoders Rui Luo, Nicolò Colombo

MLJ 2025 Enhanced Route Planning with Calibrated Uncertainty Set Lingxuan Tang, Rui Luo, Zhixin Zhou, Nicolò Colombo

UAI 2025 Residual Reweighted Conformal Prediction for Graph Neural Networks Zheng Zhang, Jie Bao, Zhixin Zhou, Nicolo Colombo, Lixin Cheng, Rui Luo

UAI 2024 Normalizing Flows for Conformal Regression Nicolò Colombo

NeurIPS 2024 Structured Learning of Compositional Sequential Interventions Jialin Yu, Andreas Koukorinis, Nicolò Colombo, Yuchen Zhu, Ricardo Silva

NeurIPS 2018 Bayesian Semi-Supervised Learning with Graph Gaussian Processes Yin Cheng Ng, Nicolò Colombo, Ricardo Silva

NeurIPS 2017 Tomography of the London Underground: A Scalable Model for Origin-Destination Data Nicolò Colombo, Ricardo Silva, Soong Moon Kang

NeurIPS 2016 A Posteriori Error Bounds for Joint Matrix Decomposition Problems Nicolo Colombo, Nikos Vlassis

ICML 2016 Tensor Decomposition via Joint Matrix Schur Decomposition Nicolo Colombo, Nikos Vlassis

UAI 2015 Stable Spectral Learning Based on Schur Decomposition Nicolò Colombo, Nikos Vlassis