Josselin Garnier

116 papers A* 3A 2Misc 1Journal 110

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dimension-Free Multimodal Sampling via Preconditioned Annealed Langevin Dynamics. CoRR Lorenzo Baldassari, Josselin Garnier, Knut Solna, Maarten V. de Hoop
2026	J	`jnl`	Moving Targets Imaging by SVD of a Space-Velocity MIMO Radar Data Driven Matrix. IEEE Trans. Computational Imaging Liliana Borcea, Josselin Garnier
2026	J	`jnl`	Quantitative synthetic aperture radar inversion. CoRR Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
2026	J	`jnl`	Solving Bayesian Inverse Problems Using Gaussian Process Regression with Goal-Oriented Active Learning. Technometrics Paul Lartaud, Philippe Humbert, Josselin Garnier
2026	J	`jnl`	Taking Advantage of Multiple Scattering for Optical Reflection Tomography. IEEE Trans. Computational Imaging Thomas Wasik, Victor Barolle, Alexandre Aubry, Josselin Garnier
2025	J	`jnl`	A control variate method based on polynomial approximation of Brownian path. CoRR Josselin Garnier, Laurent Mertz
2025	J	`jnl`	A reproducible comparative study of categorical kernels for Gaussian process regression, with new clustering-based nested kernels. CoRR Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier
2025	A	`conf`	Learning signals defined on graphs with optimal transport and Gaussian process regression. AISTATS Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier, Brian Staber
2025	J	`jnl`	Preconditioned Langevin Dynamics with Score-Based Generative Models for Infinite-Dimensional Linear Bayesian Inverse Problems. CoRR Lorenzo Baldassari, Josselin Garnier, Knut Solna, Maarten V. de Hoop
2025	J	`jnl`	Reduced Order Modeling for First Order Hyperbolic Systems with Application to Multiparameter Acoustic Waveform Inversion. CoRR Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
2025	J	`jnl`	Reduced Order Modeling for First Order Hyperbolic Systems with Application to Multiparameter Acoustic Waveform Inversion. SIAM J. Imaging Sci. Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
2025	J	`jnl`	Surface Waves in Randomly Perturbed Discrete Models. Multiscale Model. Simul. Josselin Garnier, Basant Lal Sharma
2024	J	`jnl`	A Mean Field Game Model for Renewable Investment Under Long-Term Uncertainty and Risk Aversion. Dyn. Games Appl. Célia Escribe, Josselin Garnier, Emmanuel Gobet
2024	J	`jnl`	Adaptive Importance Sampling Based on Fault Tree Analysis for Piecewise Deterministic Markov Process. SIAM/ASA J. Uncertain. Quantification Guillaume Chennetier, Hassane Chraibi, Anne Dutfoy, Josselin Garnier
2024	A	`conf`	Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels. AISTATS Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier, Brian Staber
2024	J	`jnl`	Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels. CoRR Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier, Brian Staber
2024	J	`jnl`	Learning signals defined on graphs with optimal transport and Gaussian process regression. CoRR Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier, Brian Staber
2024	J	`jnl`	Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems. CoRR Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop
2024	J	`jnl`	The Linear Sampling Method for Data Generated by Small Random Scatterers. SIAM J. Imaging Sci. Josselin Garnier, Houssem Haddar, Hadrien Montanelli
2024	J	`jnl`	The linear sampling method for data generated by small random scatterers. CoRR Josselin Garnier, Houssem Haddar, Hadrien Montanelli
2024	J	`jnl`	Three-Dimensional Random Wave Coupling Along a Boundary and an Associated Inverse Problem. Multiscale Model. Simul. Maarten V. de Hoop, Josselin Garnier, Knut Sølna
2024	J	`jnl`	When Data Driven Reduced Order Modeling Meets Full Waveform Inversion. SIAM Rev. Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
2023	J	`jnl`	A Piecewise Deterministic Markov Process Approach Modeling a Dry Friction Problem with Noise. SIAM J. Appl. Math. Josselin Garnier, Ziyu Lu, Laurent Mertz
2023	J	`jnl`	Automated approach for source location in shallow waters. CoRR Angèle Niclas, Josselin Garnier
2023	A*	`conf`	Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects. ICML Naoufal Acharki, Ramiro Lugo, Antoine Bertoncello, Josselin Garnier
2023	A*	`conf`	Conditional score-based diffusion models for Bayesian inference in infinite dimensions. NeurIPS Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop
2023	J	`jnl`	Conditional score-based diffusion models for Bayesian inference in infinite dimensions. CoRR Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop
2023	J	`jnl`	Paraxial Wave Propagation in Random Media with Long-Range Correlations. SIAM J. Appl. Math. Liliana Borcea, Josselin Garnier, Knut Sølna
2023	J	`jnl`	Robust prediction interval estimation for Gaussian processes by cross-validation method. Comput. Stat. Data Anal. Naoufal Acharki, Antoine Bertoncello, Josselin Garnier
2023	J	`jnl`	Speckle Memory Effect in the Frequency Domain and Stability in Time-Reversal Experiments. Multiscale Model. Simul. Josselin Garnier, Knut Sølna
2023	J	`jnl`	The Linear Sampling Method for Random Sources. SIAM J. Imaging Sci. Josselin Garnier, Houssem Haddar, Hadrien Montanelli
2023	J	`jnl`	Waveform Inversion with a Data Driven Estimate of the Internal Wave. SIAM J. Imaging Sci. Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
2023	J	`jnl`	When data driven reduced order modeling meets full waveform inversion. CoRR Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
2022	J	`jnl`	Heterogeneous Treatment Effects Estimation: When Machine Learning meets multiple treatment regime. CoRR Naoufal Acharki, Josselin Garnier, Antoine Bertoncello, Ramiro Lugo
2022	J	`jnl`	The linear sampling method for random sources. CoRR Josselin Garnier, Houssem Haddar, Hadrien Montanelli
2022	J	`jnl`	Velocity estimation via model order reduction. CoRR Alexander V. Mamonov, Liliana Borcea, Josselin Garnier, Jörn T. Zimmerling
2022	J	`jnl`	Waveform inversion via reduced order modeling. CoRR Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
2022	J	`jnl`	Waveform inversion with a data driven estimate of the internal wave. CoRR Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
2021	J	`jnl`	Adaptive importance sampling for seismic fragility curve estimation. CoRR Clement Gauchy, Cyril Feau, Josselin Garnier
2021	A*	`conf`	Causal and Interpretable Rules for Time Series Analysis. KDD Amin Dhaou, Antoine Bertoncello, Sébastien Gourvénec, Josselin Garnier, Erwan Le Pennec
2021	J	`jnl`	Imaging in Random Media by Two-Point Coherent Interferometry. SIAM J. Imaging Sci. Liliana Borcea, Josselin Garnier
2021	J	`jnl`	Optimal potential functions for the interacting particle system method. Monte Carlo Methods Appl. Hassane Chraibi, Anne Dutfoy, Thomas Galtier, Josselin Garnier
2021	J	`jnl`	Passive Communication with Ambient Noise. SIAM J. Appl. Math. Josselin Garnier
2021	J	`jnl`	Reduced order model approach for imaging with waves. CoRR Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling
2021	J	`jnl`	Wave Propagation in Periodic and Random Time-Dependent Media. Multiscale Model. Simul. Josselin Garnier
2020	J	`jnl`	An efficient dimension reduction for the Gaussian process emulation of two nested codes with functional outputs. Comput. Stat. Sophie Marque-Pucheu, Guillaume Perrin, Josselin Garnier
2020	J	`jnl`	High-Resolution Interferometric Synthetic Aperture Imaging in Scattering Media. SIAM J. Imaging Sci. Liliana Borcea, Josselin Garnier
2020	J	`jnl`	Implied Volatility Structure in Turbulent and Long-Memory Markets. Frontiers Appl. Math. Stat. Josselin Garnier, Knut Sølna
2020	J	`jnl`	Low-frequency source imaging in an acoustic waveguide. CoRR Josselin Garnier
2020	J	`jnl`	Multiscale Analysis of Spectral Broadening of Acoustic Waves by a Turbulent Shear Layer. Multiscale Model. Simul. Josselin Garnier, Etienne Gay, Éric Savin
2020	J	`jnl`	Optimal Hedging Under Fast-Varying Stochastic Volatility. SIAM J. Financial Math. Josselin Garnier, Knut Sølna
2020	J	`jnl`	Wave Propagation in Randomly Perturbed Weakly Coupled Waveguides. Multiscale Model. Simul. Liliana Borcea, Josselin Garnier
2019	J	`jnl`	Sound Propagation in a Weakly Turbulent Flow in a Waveguide. SIAM J. Appl. Math. Liliana Borcea, Josselin Garnier, Knut Sølna
2019	J	`jnl`	Wave Propagation and Imaging in Moving Random Media. Multiscale Model. Simul. Liliana Borcea, Josselin Garnier, Knut Solna
2018	Misc	`conf`	Correlation-based imaging of fast moving objects using a sparse network of passive receivers. ACSSC Jacques Fournier, Josselin Garnier, George Papanicolaou, Chrysoula Tsogka
2018	J	`jnl`	Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines. CoRR Rémi Sainct, Cyril Feau, Jean-Marc Martinez, Josselin Garnier
2018	J	`jnl`	Laser Beam Imaging from the Speckle Pattern of the Off-Axis Scattered Intensity. SIAM J. Appl. Math. Liliana Borcea, Josselin Garnier
2018	J	`jnl`	Noninvasive Imaging Through Random Media. SIAM J. Appl. Math. Josselin Garnier, Knut Sølna
2017	J	`jnl`	A risk analysis for a system stabilized by a central agent. Risk Decis. Anal. Josselin Garnier, George Papanicolaou, Tzu-Wei Yang
2017	J	`jnl`	Correction to Black-Scholes Formula Due to Fractional Stochastic Volatility. SIAM J. Financial Math. Josselin Garnier, Knut Sølna
2017	J	`jnl`	Focusing Waves Through a Randomly Scattering Medium in the White-Noise Paraxial Regime. SIAM J. Appl. Math. Josselin Garnier, Knut Sølna
2017	J	`jnl`	Matched-Filter and Correlation-Based Imaging for Fast Moving Objects Using a Sparse Network of Receivers. SIAM J. Imaging Sci. Jacques Fournier, Josselin Garnier, George Papanicolaou, Chrysoula Tsogka
2017	J	`jnl`	Nested polynomial trends for the improvement of Gaussian process-based predictors. J. Comput. Phys. Guillaume Perrin, Christian Soize, Sophie Marque-Pucheu, Josselin Garnier
2017	J	`jnl`	Pulse Reflection in a Random Waveguide with a Turning Point. Multiscale Model. Simul. Liliana Borcea, Josselin Garnier
2017	J	`jnl`	Resolution Analysis of Passive Synthetic Aperture Imaging of Fast Moving Objects. SIAM J. Imaging Sci. Liliana Borcea, Josselin Garnier, George Papanicolaou, Knut Sølna, Chrysoula Tsogka
2015	J	`jnl`	Asymptotic analysis of the learning curve for Gaussian process regression. Mach. Learn. Loïc Le Gratiet, Josselin Garnier
2015	J	`jnl`	Consensus Convergence with Stochastic Effects. CoRR Josselin Garnier, George Papanicolaou, Tzu-Wei Yang
2015	J	`jnl`	Passive Synthetic Aperture Imaging. SIAM J. Imaging Sci. Josselin Garnier, George Papanicolaou
2015	J	`jnl`	Signal to Noise Ratio Analysis in Virtual Source Array Imaging. SIAM J. Imaging Sci. Josselin Garnier, George Papanicolaou, Adrien Semin, Chrysoula Tsogka
2015	J	`jnl`	White-Noise Paraxial Approximation for a General Random Hyperbolic System. Multiscale Model. Simul. Josselin Garnier, Knut Sølna
2014	J	`jnl`	Backpropagation Imaging in Nonlinear Harmonic Holography in the Presence of Measurement and Medium Noises. SIAM J. Imaging Sci. Habib Ammari, Josselin Garnier, Pierre Millien
2014	J	`jnl`	Generalized polarization tensors for shape description. Numerische Mathematik Habib Ammari, Josselin Garnier, Hyeonbae Kang, Mikyoung Lim, Sanghyeon Yu
2014	J	`jnl`	Paraxial Coupling of Propagating Modes in Three-Dimensional Waveguides with Random Boundaries. Multiscale Model. Simul. Liliana Borcea, Josselin Garnier
2014	J	`jnl`	Role of Scattering in Virtual Source Array Imaging. SIAM J. Imaging Sci. Josselin Garnier, George Papanicolaou
2014	J	`jnl`	Target Identification Using Dictionary Matching of Generalized Polarization Tensors. Found. Comput. Math. Habib Ammari, Thomas Boulier, Josselin Garnier, Wenjia Jing, Hyeonbae Kang, Han Wang
2014	J	`jnl`	Wave Backscattering by Point Scatterers in the Random Paraxial Regime. Multiscale Model. Simul. Josselin Garnier, Knut Sølna
2013	J	`jnl`	Anomalous Shock Displacement Probabilities for a Perturbed Scalar Conservation Law. Multiscale Model. Simul. Josselin Garnier, George Papanicolaou, Tzu-Wei Yang
2013	J	`jnl`	Large Deviations for a Mean Field Model of Systemic Risk. SIAM J. Financial Math. Josselin Garnier, George Papanicolaou, Tzu-Wei Yang
2013	J	`jnl`	Localization, Stability, and Resolution of Topological Derivative Based Imaging Functionals in Elasticity. SIAM J. Imaging Sci. Habib Ammari, Elie Bretin, Josselin Garnier, Wenjia Jing, Hyeonbae Kang, Abdul Wahab
2013	J	`jnl`	Modeling Active Electrolocation in Weakly Electric Fish. SIAM J. Imaging Sci. Habib Ammari, Thomas Boulier, Josselin Garnier
2013	J	`jnl`	Multi-element stochastic spectral projection for high quantile estimation. J. Comput. Phys. Jordan Ko, Josselin Garnier
2013	J	`jnl`	Partial Data Resolving Power of Conductivity Imaging from Boundary Measurements. SIAM J. Math. Anal. Habib Ammari, Josselin Garnier, Knut Sølna
2013	J	`jnl`	Passive Array Correlation-Based Imaging in a Random Waveguide. Multiscale Model. Simul. Habib Ammari, Josselin Garnier, Wenjia Jing
2013	J	`jnl`	Retrieval of a Green's Function with Reflections from Partly Coherent Waves Generated by a Wave Packet Using Cross Correlations. SIAM J. Appl. Math. Maarten V. de Hoop, Josselin Garnier, Sean F. Holman, Knut Sølna
2013	J	`jnl`	Signal-to-Noise Ratio Estimation in Passive Correlation-Based Imaging. SIAM J. Imaging Sci. Josselin Garnier, George Papanicolaou, Adrien Semin, Chrysoula Tsogka
2013	J	`jnl`	Tracking of a Mobile Target Using Generalized Polarization Tensors. SIAM J. Imaging Sci. Habib Ammari, Thomas Boulier, Josselin Garnier, Hyeonbae Kang, Han Wang
2012	J	`jnl`	Acousto-electromagnetic Tomography. SIAM J. Appl. Math. Habib Ammari, Emmanuel Bossy, Josselin Garnier, Laurent Seppecher
2012	J	`jnl`	Analysis of adaptive directional stratification for the controlled estimation of rare event probabilities. Stat. Comput. Miguel Munoz Zuniga, Josselin Garnier, Emmanuel Remy, Etienne de Rocquigny
2012	J	`jnl`	Coherent Interferometry Algorithms for Photoacoustic Imaging. SIAM J. Numer. Anal. Habib Ammari, Elie Bretin, Josselin Garnier, Vincent Jugnon
2012	J	`jnl`	Corrector theory for elliptic equations with long-range correlated random potential. Asymptot. Anal. Guillaume Bal, Josselin Garnier, Yu Gu, Wenjia Jing
2012	J	`jnl`	Coupled Wideangle Wave Approximations. Multiscale Model. Simul. Josselin Garnier, Knut Sølna
2012	J	`jnl`	Multistatic Imaging of Extended Targets. SIAM J. Imaging Sci. Habib Ammari, Josselin Garnier, Hyeonbae Kang, Mikyoung Lim, Knut Sølna
2012	J	`jnl`	Noise Source Localization in an Attenuating Medium. SIAM J. Appl. Math. Habib Ammari, Elie Bretin, Josselin Garnier, Abdul Wahab
2012	J	`jnl`	Stability and Resolution Analysis for a Topological Derivative Based Imaging Functional. SIAM J. Control. Optim. Habib Ammari, Josselin Garnier, Vincent Jugnon, Hyeonbae Kang
2012	J	`jnl`	Tracking of a Mobile Target Using Generalized Polarization Tensors CoRR Habib Ammari, Thomas Boulier, Josselin Garnier, Hyeonbae Kang, Han Wang
2011	J	`jnl`	Adaptive directional stratification for controlled estimation of the probability of a rare event. Reliab. Eng. Syst. Saf. Miguel Munoz Zuniga, Josselin Garnier, Emmanuel Remy, Etienne de Rocquigny
2011	J	`jnl`	Imaging Schemes for Perfectly Conducting Cracks. SIAM J. Appl. Math. Habib Ammari, Josselin Garnier, Hyeonbae Kang, Won-Kwang Park, Knut Sølna
2011	J	`jnl`	The Mean Escape Time for a Narrow Escape Problem with Multiple Switching Gates. Multiscale Model. Simul. Habib Ammari, Josselin Garnier, Hyeonbae Kang, Hyundae Lee, Knut Sølna
2010	J	`jnl`	Cross Correlation and Deconvolution of Noise Signals in Randomly Layered Media. SIAM J. Imaging Sci. Josselin Garnier, Knut Sølna
2010	J	`jnl`	Wave Transmission through Random Layering with Pressure Release Boundary Conditions. Multiscale Model. Simul. Josselin Garnier, Knut Sølna
2009	J	`jnl`	A two-way paraxial system for simulation of wave backscattering by a random medium. J. Comput. Phys. Josselin Garnier, Knut Sølna
2009	J	`jnl`	Asymptotic formulas for the derivatives of probability functions and their Monte Carlo estimations. Eur. J. Oper. Res. Josselin Garnier, Abdennebi Omrane, Youssef Rouchdy
2009	J	`jnl`	Paraxial Coupling of Electromagnetic Waves in Random Media. Multiscale Model. Simul. Josselin Garnier, Knut Sølna
2009	J	`jnl`	Passive Sensor Imaging Using Cross Correlations of Noisy Signals in a Scattering Medium. SIAM J. Imaging Sci. Josselin Garnier, George Papanicolaou
2008	J	`jnl`	Effective Transport Equations and Enhanced Backscattering in Random Waveguides. SIAM J. Appl. Math. Josselin Garnier, Knut Sølna
2008	J	`jnl`	Pulse Propagation in Random Media with Long-Range Correlation. Multiscale Model. Simul. Josselin Garnier, Knut Sølna
2008	J	`jnl`	Random integrals and correctors in homogenization. Asymptot. Anal. Guillaume Bal, Josselin Garnier, Sébastien Motsch, Vincent Perrier
2007	J	`jnl`	Effective Behavior of Solitary Waves over Random Topography. Multiscale Model. Simul. Josselin Garnier, Juan Carlos Muñoz Grajales, André Nachbin
2007	J	`jnl`	Pulse Propagation and Time Reversal in Random Waveguides. SIAM J. Appl. Math. Josselin Garnier, George Papanicolaou
2005	J	`jnl`	Imaging in Randomly Layered Media by Cross-Correlating Noisy Signals. Multiscale Model. Simul. Josselin Garnier
2004	J	`jnl`	Time Reversal for Dispersive Waves in Random Media. SIAM J. Appl. Math. André Nachbin, Jean-Pierre Fouque, Josselin Garnier
2001	J	`jnl`	Efficiency of Local Search with Multiple Local Optima. SIAM J. Discret. Math. Josselin Garnier, Leila Kallel
2000	J	`jnl`	Statistical distribution of the convergence time of evolutionary algorithms for long-path problems. IEEE Trans. Evol. Comput. Josselin Garnier, Leila Kallel
1999	J	`jnl`	Rigorous Hitting Times for Binary Mutations. Evol. Comput. Josselin Garnier, Leila Kallel, Marc Schoenauer
1998	J	`jnl`	Asymptotic Transmission of Solitons through Random Media. SIAM J. Appl. Math. Josselin Garnier
1997	J	`jnl`	Homogenization in a Periodic and Time-Dependent Potential. SIAM J. Appl. Math. Josselin Garnier