| 2022 | ACNS | DLPFS: The Data Leakage Prevention FileSystem. | Stefano Braghin, Marco Simioni, Mathieu Sinn |
| 2022 | ESORICS | The Devil Is in the GAN: Backdoor Attacks and Defenses in Deep Generative Models. | Ambrish Rawat, Killian Levacher, Mathieu Sinn |
| 2018 | AISTATS | Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training. | Mathieu Sinn, Ambrish Rawat |
| 2018 | ICDM | Castor: Contextual IoT Time Series Data and Model Management at Scale. | Bei Chen, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Mathieu Sinn, Seshu Tirupathi |
| 2017 | ICASSP | Cross-correlations of zero crossings in jointly Gaussian and stationary processes with zero means. | Magnus Mossberg, Mathieu Sinn |
| 2016 | EDBT | Data Management System for Energy Analytics and its Application to Forecasting. | Francesco Fusco, Ulrike Fischer, Vincent P. A. Lonij, Pascal Pompey, Jean-Baptiste Fiot, Bei Chen, Yiannis Gkoufas, Mathieu Sinn |
| 2015 | AAAI | Forecasting Uncertainty in Electricity Demand. | Tri Kurniawan Wijaya, Mathieu Sinn, Bei Chen |
| 2014 | ICPR | Statistical Anomaly Detection in Mean and Variation of Energy Consumption. | Bei Chen, Mathieu Sinn, Joern Ploennigs, Anika Schumann |
| 2013 | AISTATS | Central Limit Theorems for Conditional Markov Chains. | Mathieu Sinn, Bei Chen |
| 2013 | ICDM | Improved Electricity Load Forecasting via Kernel Spectral Clustering of Smart Meters. | Carlos Alzate, Mathieu Sinn |
| 2012 | UAI | Detecting Change-Points in Time Series by Maximum Mean Discrepancy of Ordinal Pattern Distributions. | Mathieu Sinn, Ali Ghodsi, Karsten Keller |
| 2011 | ICMLA | Error Bounds for Online Predictions of Linear-Chain Conditional Random Fields: Application to Activity Recognition for Users of Rolling Walkers. | Mathieu Sinn, Pascal Poupart |
| 2010 | UAI | Comparative Analysis of Probabilistic Models for Activity Recognition with an Instrumented Walker. | Farheen Omar, Mathieu Sinn, Jakub Truszkowski, Pascal Poupart, James Yungjen Tung, Allen Caine |