Christos Diou

发表

An evaluation framework for comparing causal inference models

Niki Kiriakidou, Christos Diou, 2022, SETN.

DALE: Differential Accumulated Local Effects for efficient and accurate global explanations

Theodore Dalamagas, Christos Diou, Vasilis Gkolemis, 2022, ACML.

A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks

Aristotelis Ballas, Christos Diou, 2022, 2022 IEEE Eighth International Conference on Big Data Computing Service and Applications (BigDataService).

StreetScouting: A Deep Learning Platform for Automatic Detection and Geotagging of Urban Features from Street-Level Images

Christos Diou, P. Charitidis, S. Doropoulos, 2022, Applied Sciences.

CNNs with Multi-Level Attention for Domain Generalization

Aristotelis Ballas, Christos Diou, 2023, ICMR.

Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks

Aristotelis Ballas, Christos Diou, 2023, ArXiv.

FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations

S. Papadopoulos, C. Koutlis, Ioannis Sarridis, 2023, ArXiv.

Integrating nearest neighbors on neural network models for treatment effect estimation

Niki Kiriakidou, Christos Diou, 2023, Int. J. Neural Syst..

Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks

Aristotelis Ballas, Christos Diou, 2023, IEEE Transactions on Emerging Topics in Computational Intelligence.

Detection of Anomalies in Multivariate Time Series Using Ensemble Techniques

Iraklis Varlamis, A. Iliopoulos, Christos Diou, 2023, 2023 IEEE Ninth International Conference on Big Data Computing Service and Applications (BigDataService).

Computationally Efficient Rehearsal for Online Continual Learning

Iraklis Varlamis, K. Tserpes, D. Michail, 2022, ICIAP.

Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization

Aristotelis Ballas, Christos Diou, 2023, IEEE Transactions on Artificial Intelligence.

CNN Feature Map Augmentation for Single-Source Domain Generalization

Aristotelis Ballas, Christos Diou, 2023, 2023 IEEE Ninth International Conference on Big Data Computing Service and Applications (BigDataService).

Partially Oblivious Neural Network Inference

K. Tserpes, P. Rizomiliotis, Christos Diou, 2022, SECRYPT.

Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks

Aristotelis Ballas, Christos Diou, 2023, IEEE Transactions on Emerging Topics in Computational Intelligence.

Regionally Additive Models: Explainable-by-design models minimizing feature interactions

Eirini Ntoutsi, Christos Diou, Vasilis Gkolemis, 2023, ArXiv.