Nicolò Colombo

35 papers A* 3A 3Misc 1Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A Review and Comparative Analysis of Univariate Conformal Regression Methods.
COPA
Jie Bao, Nicolò Colombo, Valery Manokhin, Suqun Cao, Rui Luo
2025 J jnl
Assumption-free fidelity bounds for hardware noise characterization.
CoRR
Nicolò Colombo
2025 J jnl
Conformal load prediction with transductive graph autoencoders.
Mach. Learn.
Rui Luo, Nicolò Colombo
2025 J jnl
Correction to: Conformal load prediction with transductive graph autoencoders.
Mach. Learn.
Rui Luo, Nicolò Colombo
2025 J jnl
Enhanced Route Planning with Calibrated Uncertainty Set.
CoRR
Lingxuan Tang, Rui Luo, Zhixin Zhou, Nicolò Colombo
2025 J jnl
Enhanced route planning with calibrated uncertainty set.
Mach. Learn.
Lingxuan Tang, Rui Luo, Zhixin Zhou, Nicolò Colombo
2025 A conf
Residual Reweighted Conformal Prediction for Graph Neural Networks.
UAI
Zheng Zhang, Jie Bao, Zhixin Zhou, Nicolò Colombo, Lixin Cheng, Rui Luo
2025 J jnl
Residual Reweighted Conformal Prediction for Graph Neural Networks.
CoRR
Zheng Zhang, Jie Bao, Zhixin Zhou, Nicolò Colombo, Lixin Cheng, Rui Luo
2024 J jnl
Conformal Load Prediction with Transductive Graph Autoencoders.
CoRR
Rui Luo, Nicolò Colombo
2024 — conf
Entropy Reweighted Conformal Classification.
COPA
Rui Luo, Nicolò Colombo
2024 J jnl
Entropy Reweighted Conformal Classification.
CoRR
Rui Luo, Nicolò Colombo
2024 A conf
Normalizing Flows for Conformal Regression.
UAI
Nicolò Colombo
2024 J jnl
Normalizing Flows for Conformal Regression.
CoRR
Nicolò Colombo
2024 J jnl
State-space models can learn in-context by gradient descent.
CoRR
Neeraj Mohan Sushma, Yudou Tian, Harshvardhan Mestha, Nicolò Colombo, David Kappel, Anand Subramoney
2024 A* conf
Structured Learning of Compositional Sequential Interventions.
NeurIPS
Jialin Yu, Andreas Koukorinis, Nicolò Colombo, Yuchen Zhu, Ricardo Silva
2024 J jnl
Structured Learning of Compositional Sequential Interventions.
CoRR
Jialin Yu, Andreas Koukorinis, Nicolò Colombo, Yuchen Zhu, Ricardo Silva
2024 Misc conf
The Lottery Ticket Hypothesis and Reinitialisation with Masks.
ICMLC
Hyosun Choi, Christopher Watkins, Li Zhang, Nicolò Colombo
2023 — conf
On training locally adaptive CP.
COPA
Nicolò Colombo
2023 J jnl
On training locally adaptive CP.
CoRR
Nicolò Colombo
2021 J jnl
Adapting by Pruning: A Case Study on BERT.
CoRR
Yang Gao, Nicolò Colombo, Wei Wang
2021 J jnl
Differentiable Architecture Pruning for Transfer Learning.
CoRR
Nicolò Colombo, Yang Gao
2020 J jnl
Disentangling Neural Architectures and Weights: A Case Study in Supervised Classification.
CoRR
Nicolò Colombo, Yang Gao
2020 J jnl
Multiple Metric Learning for Structured Data.
CoRR
Nicolò Colombo
2020 — conf
Training conformal predictors.
COPA
Nicolò Colombo, Vladimir Vovk
2020 J jnl
Training conformal predictors.
CoRR
Nicolò Colombo, Vladimir Vovk
2019 J jnl
Counterfactual Distribution Regression for Structured Inference.
CoRR
Nicolò Colombo, Ricardo Silva, Soong Moon Kang, Arthur Gretton
2018 A* conf
Bayesian Semi-supervised Learning with Graph Gaussian Processes.
NeurIPS
Yin Cheng Ng, Nicolò Colombo, Ricardo Silva
2017 — conf
Experimental design trade-offs for gene regulatory network inference: An in silico study of the yeast Saccharomyces cerevisiae cell cycle.
CDC
Johan Markdahl, Nicolò Colombo, Johan Thunberg, Jorge M. Gonçalves
2017 — conf
Tomography of the London Underground: a Scalable Model for Origin-Destination Data.
NIPS
Nicolò Colombo, Ricardo Silva, Soong Moon Kang
2016 — conf
A posteriori error bounds for joint matrix decomposition problems.
NIPS
Nicolò Colombo, Nikos Vlassis
2016 J jnl
Approximate Joint Matrix Triangularization.
CoRR
Nicolò Colombo, Nikos Vlassis
2016 A* conf
Tensor Decomposition via Joint Matrix Schur Decomposition.
ICML
Nicolò Colombo, Nikos Vlassis
2015 J jnl
FastMotif: spectral sequence motif discovery.
Bioinform.
Nicolò Colombo, Nikos Vlassis
2015 A conf
Stable Spectral Learning Based on Schur Decomposition.
UAI
Nicolò Colombo, Nikos Vlassis
2014 J jnl
Spectral Sequence Motif Discovery.
CoRR
Nicolò Colombo, Nikos Vlassis