Arnaud Doucet
Orcid: 0000-0002-7662-419X
According to our database1,
Arnaud Doucet
authored at least 229 papers
between 1996 and 2024.
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Bibliography
2024
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models.
CoRR, 2024
2023
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics.
J. Mach. Learn. Res., 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the International Conference on Algorithmic Learning Theory, 2023
2022
Trans. Mach. Learn. Res., 2022
Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting.
J. Mach. Learn. Res., 2022
J. Mach. Learn. Res., 2022
CoRR, 2022
Solving Fredholm Integral Equations of the First Kind via Wasserstein Gradient Flows.
CoRR, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Particle-Based Score Estimation for State Space Model Learning in Autonomous Driving.
Proceedings of the Conference on Robot Learning, 2022
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
IEEE Trans. Inf. Theory, 2021
SIAM J. Control. Optim., 2021
SIAM J. Control. Optim., 2021
J. Comput. Graph. Stat., 2021
Bias Mitigated Learning from Differentially Private Synthetic Data: A Cautionary Tale.
CoRR, 2021
CoRR, 2021
Unbiased gradient estimation for variational auto-encoders using coupled Markov chains.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
IEEE Trans. Inf. Theory, 2019
Training Dynamics of Deep Networks using Stochastic Gradient Descent via Neural Tangent Kernel.
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
2017
J. Mach. Learn. Res., 2017
J. Mach. Learn. Res., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
2015
SIAM J. Control. Optim., 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
2014
IEEE Trans. Wirel. Commun., 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
ACM Trans. Model. Comput. Simul., 2013
Pattern Anal. Appl., 2013
2012
Distributed Maximum Likelihood for Simultaneous Self-Localization and Tracking in Sensor Networks.
IEEE Trans. Signal Process., 2012
Stat. Comput., 2012
On-line changepoint detection and parameter estimation with application to genomic data.
Stat. Comput., 2012
2011
Particle Approximation of the Intensity Measures of a Spatial Branching Point Process Arising in Multitarget Tracking.
SIAM J. Control. Optim., 2011
IEEE J. Sel. Top. Signal Process., 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
A Fixed-Lag Particle Filter for the Joint Detection/Compensation of Interference Effects in GPS Navigation.
IEEE Trans. Signal Process., 2010
A Bayesian approach to joint tracking and identification of geometric shapes in video sequences.
Image Vis. Comput., 2010
Appl. Math. Comput., 2010
2009
An Expectation Maximization Algorithm for Continuous Markov Decision Processes with Arbitrary Reward.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
A boosting approach to structure learning of graphs with and without prior knowledge.
Bioinform., 2009
A Bayesian exploration-exploitation approach for optimal online sensing and planning with a visually guided mobile robot.
Auton. Robots, 2009
New inference strategies for solving Markov Decision Processes using reversible jump MCMC.
Proceedings of the UAI 2009, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009
2008
IEEE Trans. Signal Process., 2008
Stat. Comput., 2008
Comput. Stat. Data Anal., 2008
2007
IEEE Trans. Circuits Syst. I Regul. Pap., 2007
J. Artif. Intell. Res., 2007
A policy gradient method for semi-Markov decision processes with application to call admission control.
Eur. J. Oper. Res., 2007
Simulation-based optimal sensor scheduling with application to observer trajectory planning.
Autom., 2007
Proceedings of the UAI 2007, 2007
Proceedings of the Robotics: Science and Systems III, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006
Proceedings of the Eurographics Symposium on Rendering Techniques, Nicosia, Cyprus, 2006, 2006
Proceedings of the Machine Learning, 2006
Particle Filter as A Controlled Markov Chain For On-Line Parameter Estimation in General State Space Models.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Optimal Filtering For Partially Observed Point Processes Using Trans-Dimensional Sequential Monte Carlo.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 9th International Conference on Information Fusion, 2006
Proceedings of the 9th International Conference on Information Fusion, 2006
Proceedings of the American Control Conference, 2006
2005
Monte Carlo methods for signal processing: a review in the statistical signal processing context.
IEEE Signal Process. Mag., 2005
Proceedings of the UAI '05, 2005
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005
Proceedings of the Machine Learning, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Space alternating data augmentation: application to finite mixture of Gaussians and speaker recognition.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
Proc. IEEE, 2004
Particle Filtering for Joint Symbol and Code Delay Estimation in DS Spread Spectrum Systems in Multipath Environment.
EURASIP J. Adv. Signal Process., 2004
Blind SOS subspace channel estimation and equalization techniques exploiting spatial diversity in OFDM systems.
Digit. Signal Process., 2004
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 12th European Signal Processing Conference, 2004
Proceedings of the 2004 12th European Signal Processing Conference, 2004
2003
Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions.
IEEE Trans. Signal Process., 2003
IEEE Signal Process. Lett., 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Particle filtering for joint symbol and parameter estimation in DS spread spectrum systems.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Optimisation of particle filters using simultaneous perturbation stochastic approximation.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Online expectation-maximization type algorithms for parameter estimation in general state space models.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Two time-scale stochastic approximation for constrained stochastic optimization and constrained Markov decision problems.
Proceedings of the American Control Conference, 2003
2002
IEEE Trans. Signal Process., 2002
IEEE Trans. Signal Process., 2002
IEEE Trans. Signal Process., 2002
IEEE Trans. Speech Audio Process., 2002
IEEE Signal Process. Lett., 2002
Stat. Comput., 2002
Sparse Bayesian Learning for Regression and Classification using Markov Chain Monte Carlo.
Proceedings of the Machine Learning, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the Seventh International Conference on Control, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
On-line optimization of sequential Monte Carlo methods using stochastic approximation.
Proceedings of the American Control Conference, 2002
2001
IEEE Trans. Signal Process., 2001
IEEE Trans. Signal Process., 2001
IEEE Trans. Signal Process., 2001
Particle filtering for demodulation in fading channels with non-Gaussian additive noise.
IEEE Trans. Commun., 2001
Monte Carlo Methods Appl., 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Convergence properties of Bayesian evolutionary algorithms with population size greater than 1.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
Proceedings of the Sequential Monte Carlo Methods in Practice, 2001
Proceedings of the Sequential Monte Carlo Methods in Practice, 2001
2000
Simulated annealing for maximum a Posteriori parameter estimation of hidden Markov models.
IEEE Trans. Inf. Theory, 2000
IEEE Trans. Autom. Control., 2000
Stat. Comput., 2000
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Particle filters for demodulation of M-ary modulated signals in noisy fading communication channels.
Proceedings of the IEEE International Conference on Acoustics, 2000
Monte Carlo filtering and smoothing with application to time-varying spectral estimation.
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
1999
Joint Bayesian model selection and estimation of noisy sinusoids via reversible jump MCMC.
IEEE Trans. Signal Process., 1999
An improved method for uniform simulation of stable minimum phase real ARMA (p, q) processes.
IEEE Signal Process. Lett., 1999
Signal Process., 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
1997
Bayesian estimation of state-space models applied to deconvolution of Bernoulli - Gaussian processes.
Signal Process., 1997
1996
Instantaneous frequency estimation: Bayesian approaches versus reassignment-application to gravitational waves.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 8th European Signal Processing Conference, 1996
Proceedings of the 8th European Signal Processing Conference, 1996