Alexandre Bouchard-Côté

1. The Bouncy Particle Sampler: A Non-Reversible Rejection-Free Markov Chain Monte Carlo Method
   2015/10/08 by Alexandre Bouchard-Côté, Alexandre Bouchard‐Côté, Bouchard-Côté, Alexandre +4 · 14 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference #math.ST #stat.ME #stat.TH
2. Randomized Hamiltonian Monte Carlo as Scaling Limit of the Bouncy Particle Sampler and Dimension-Free Convergence Rates
   2018/08/13 by George Deligiannidis, Daniel Paulin, Deligiannidis, George +6 · 6 citations
   Materials Science · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Nanocluster Synthesis and Applications #Probability (math.PR) #Stochastic processes and statistical mechanics #math.PR #stat.CO
3. Exponential Ergodicity of the Bouncy Particle Sampler
   2017/05/12 by George Deligiannidis, Alexandre Bouchard-Côté, Deligiannidis, George +3 · 4 citations
   Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #stat.CO
4. Unbounded Bayesian Optimization via Regularization
   2015/08/14 by Bobak Shahriari, Alexandre Bouchard-Côté, Shahriari, Bobak +3 · 3 citations
   Mathematics · #FOS: Computer and information sciences #Machine Learning (stat.ML) #stat.ML
5. Piecewise-Deterministic Markov Chain Monte Carlo
   2017/07/17 by Paul Vanetti, Vanetti, Paul, Alexandre Bouchard-Côté +6 · 10 citations
   Mathematics · #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistical Methods and Inference #Stochastic processes and statistical mechanics #stat.ME
6. Parallel Tempering on Optimized Paths
   2021/02/15 by Saifuddin Syed, Vittorio Romaniello, Syed, Saifuddin +6 · 4 citations
   Computer Science · Engineering · Mathematics · #65C05 #Computation (stat.CO) #FOS: Computer and information sciences #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques #msc:65C05 #stat.CO
7. Efficient Continuous-Time Markov Chain Estimation
   2013/09/12 by Monir Hajiaghayi, Hajiaghayi, Monir, Bonnie Kirkpatrick +6 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Applications (stat.AP) #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning in Bioinformatics #stat.AP #stat.CO
8. Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets
   2019/01/28 by Robert Cornish, Paul Vanetti, Cornish, Robert +8 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #cs.LG #stat.ML
9. An Entropy Search Portfolio for Bayesian Optimization
   2014/06/18 by Bobak Shahriari, Ziyu Wang, Shahriari, Bobak +7 · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
10. Piecewise Deterministic Markov Processes for Scalable Monte Carlo on Restricted Domains
    2017/01/31 by Joris Bierkens, Alexandre Bouchard-Côté, Arnaud Doucet +5 · 1 citation
    Mathematics · #stat.ME #stat.CO
11. Slice Sampling for General Completely Random Measures
    2020/06/24 by Peiyuan Zhu, Alexandre Bouchard-Côté, Alexandre Bouchard‐Côté +4 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #cs.LG #stat.CO #stat.ME #stat.ML
12. Pseudo-marginal Inference for CTMCs on Infinite Spaces via Monotonic Likelihood Approximations
    2021/05/28 by Miguel Biron-Lattes, Alexandre Bouchard-Côté, Alexandre Bouchard‐Côté +4 · 1 citation
    Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Computation (stat.CO) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference #stat.CO
13. On the Orbit of the Binary Brown Dwarf Companion GL229 Ba and Bb
    2025/02/07 by William Thompson, Dori Blakely, Thompson, William +45 · 1 voice · 2 citations
    Physics and Astronomy · #astro-ph.SR #astro-ph.EP