Henni Ouerdane

15 papers Journal 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Benchmarking Reinforcement Learning via Stochastic Converse Optimality: Generating Systems with Known Optimal Policies. CoRR Sinan Ibrahim, Grégoire Ouerdane, Hadi Salloum, Henni Ouerdane, Stefan Streif, Pavel Osinenko
2026	J	`jnl`	HiFAKES: Synthetic Data for NILM Model Selection and Generalization Testing. IEEE Access Ilia Kamyshev, Sahar Moghimian Hoosh, Henni Ouerdane
2026	J	`jnl`	QuatIca: Advanced Numerical Linear Algebra and Optimization for Quaternionic Matrices in Python. CoRR Valentin Leplat, Salman Ahmadi-Asl, Junjun Pan, Henni Ouerdane, Michael Ng
2025	J	`jnl`	Enhancing Non-Intrusive Load Monitoring with Features Extracted by Independent Component Analysis. CoRR Sahar Moghimian Hoosh, Ilia Kamyshev, Henni Ouerdane
2025	J	`jnl`	Fusion-ResNet: A Lightweight multi-label NILM Model Using PCA-ICA Feature Fusion. CoRR Sahar Moghimian Hoosh, Ilia Kamyshev, Henni Ouerdane
2025	J	`jnl`	Indoor thermal comfort management: A Bayesian machine-learning approach to data denoising and dynamics prediction of HVAC systems. CoRR Javier Penuela, Sahar Moghimian Hoosh, Ilia Kamyshev, Aldo Bischi, Henni Ouerdane
2025	J	`jnl`	The curse of dimensionality: what lies beyond the capabilities of physics-informed neural networks. CoRR Javier Penuela, Henni Ouerdane
2025	J	`jnl`	Toward Explainable NILM: Real-Time Event-Based NILM Framework for High-Frequency Data. CoRR Grigorii Gerasimov, Ilia Kamyshev, Sahar Moghimian Hoosh, Elena N. Gryazina, Henni Ouerdane
2024	J	`jnl`	Physics-informed appliance signatures generator for energy disaggregation. CoRR Ilia Kamyshev, Sahar Moghimian Hoosh, Henni Ouerdane
2024	J	`jnl`	The indoor agriculture industry: a promising player in demand response services. CoRR Javier Penuela, Cecile Ben, Stepan Boldyrev, Laurent Gentzbittel, Henni Ouerdane
2023	J	`jnl`	Assessing the value of energy storage systems for distribution grid applications. CoRR Sahar Moghimian Hoosh, Henni Ouerdane, Vladimir Terzija, David Pozo
2023	J	`jnl`	Combining model-predictive control and predictive reinforcement learning for stable quadrupedal robot locomotion. CoRR Vyacheslav Kovalev, Anna Shkromada, Henni Ouerdane, Pavel Osinenko
2020	J	`jnl`	Data-driven control of micro-climate in buildings; an event-triggered reinforcement learning approach. CoRR Ashkan Haji Hosseinloo, Alexander Ryzhov, Aldo Bischi, Henni Ouerdane, Konstantin S. Turitsyn, Munther A. Dahleh
2020	J	`jnl`	Super-relaxation of space-time-quantized ensemble of energy loads. CoRR Ilia Luchnikov, David Métivier, Henni Ouerdane, Michael Chertkov
2019	J	`jnl`	Variational Autoencoder Reconstruction of Complex Many-Body Physics. Entropy Ilia A. Luchnikov, Alexander Ryzhov, Pieter-Jan Stas, Sergey N. Filippov, Henni Ouerdane