| 2025 | AISTATS | Collaborative non-parametric two-sample testing. | Alejandro D. de la Concha Duarte, Nicolas Vayatis, Argyris Kalogeratos |
| 2025 | AISTATS | Stein Boltzmann Sampling: A Variational Approach for Global Optimization. | Gatan Serr, Argyris Kalogeratos, Nicolas Vayatis |
| 2024 | AISTATS | Online non-parametric likelihood-ratio estimation by Pearson-divergence functional minimization. | Alejandro D. de la Concha Duarte, Nicolas Vayatis, Argyris Kalogeratos |
| 2023 | ICTAI | A Framework for Paired-Sample Hypothesis Testing for High-Dimensional Data. | Ioannis Bargiotas, Argyris Kalogeratos, Nicolas Vayatis |
| 2022 | ICANN | To Tree or Not to Tree? Assessing the Impact of Smoothing the Decision Boundaries. | Anthea Mrida, Argyris Kalogeratos, Mathilde Mougeot |
| 2021 | AISTATS | Offline detection of change-points in the mean for stationary graph signals. | Alejandro de la Concha, Nicolas Vayatis, Argyris Kalogeratos |
| 2020 | ICML | Learning the piece-wise constant graph structure of a varying Ising model. | Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos, Nicolas Vayatis |
| 2019 | ICASSP | Learning Laplacian Matrix from Bandlimited Graph Signals. | Batiste Le Bars, Pierre Humbert, Laurent Oudre, Argyris Kalogeratos |
| 2019 | INFOCOM | A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks. | Batiste Le Bars, Argyris Kalogeratos |
| 2019 | ICTAI | Optimal Multiple Stopping Rule for Warm-Starting Sequential Selection. | Mathilde Fekom, Nicolas Vayatis, Argyris Kalogeratos |
| 2017 | AAAI | Multivariate Hawkes Processes for Large-Scale Inference. | Rmi Lemonnier, Kevin Scaman, Argyris Kalogeratos |
| 2015 | ICTAI | A Greedy Approach for Dynamic Control of Diffusion Processes in Networks. | Kevin Scaman, Argyris Kalogeratos, Nicolas Vayatis |