Alexandre Bouchard-Côté

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 20

Top Topics

Bayesian Inference

Top Venues

J. Mach. Learn. Res.

Publications

Miguel Biron-Lattes, Nikola Surjanovic, Saifuddin Syed, Trevor Campbell, Alexandre Bouchard-Côté
autoMALA: Locally adaptive Metropolis-adjusted Langevin algorithm. AISTATS (2024)
Alexandre Bouchard-Côté, Trevor Campbell, Geoff Pleiss, Nikola Surjanovic
MCMC-driven learning. CoRR (2024)
Miguel Biron-Lattes, Alexandre Bouchard-Côté, Trevor Campbell
Pseudo-Marginal Inference for CTMCs on Infinite Spaces via Monotonic Likelihood Approximations. J. Comput. Graph. Stat. 32 (2) (2023)
Eric Lee, Kevin Chern, Michael Nissen, Xuehai Wang, Chris Huang, Anita K. Gandhi, Alexandre Bouchard-Côté, Andrew P. Weng, Andrew Roth
SpatialSort: a Bayesian model for clustering and cell population annotation of spatial proteomics data. Bioinform. 39 (Supplement-1) (2023)
Nikola Surjanovic, Miguel Biron-Lattes, Paul Tiede, Saifuddin Syed, Trevor Campbell, Alexandre Bouchard-Côté
Pigeons.jl: Distributed Sampling From Intractable Distributions. CoRR (2023)
Alexandre Bouchard-Côté, Kevin Chern, Davor Cubranic, Sahand Hosseini, Justin Hume, Matteo Lepur, Zihui Ouyang, Giorgio Sgarbi
: Bayesian Declarative Modeling of General Data Structures and Inference via Algorithms Based on Distribution Continua. J. Stat. Softw. 103 (11) (2022)
Nikola Surjanovic, Saifuddin Syed, Alexandre Bouchard-Côté, Trevor Campbell
Parallel Tempering With a Variational Reference. NeurIPS (2022)
Alexandre Bouchard-Côté, Andrew Roth
Particle-Gibbs Sampling for Bayesian Feature Allocation Models. J. Mach. Learn. Res. 22 (2021)
Tingting Zhao, Alexandre Bouchard-Côté
Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler. J. Mach. Learn. Res. 22 (2021)
Saifuddin Syed, Vittorio Romaniello, Trevor Campbell, Alexandre Bouchard-Côté
Parallel tempering on optimized paths. ICML (2021)
Peiyuan Zhu, Alexandre Bouchard-Côté, Trevor Campbell
Slice Sampling for General Completely Random Measures. UAI (2020)
Alexandre Bouchard-Côté, Andrew Roth
Particle-Gibbs Sampling For Bayesian Feature Allocation Models. CoRR (2020)
Peiyuan Zhu, Alexandre Bouchard-Côté, Trevor Campbell
Slice Sampling for General Completely Random Measures. CoRR (2020)
Robert Cornish, Paul Vanetti, Alexandre Bouchard-Côté, George Deligiannidis, Arnaud Doucet
Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets. ICML (2019)
Robert Cornish, Paul Vanetti, Alexandre Bouchard-Côté, George Deligiannidis, Arnaud Doucet
Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets. CoRR (2019)
Tingting Zhao, Alexandre Bouchard-Côté
Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler. CoRR (2019)
Sedigheh Zolaktaf, Frits Dannenberg, Erik Winfree, Alexandre Bouchard-Côté, Mark Schmidt, Anne Condon
Efficient Parameter Estimation for DNA Kinetics Modeled as Continuous-Time Markov Chains. DNA (2019)
Alexandre Bouchard-Côté, Arnaud Doucet, Andrew Roth
Particle Gibbs Split-Merge Sampling for Bayesian Inference in Mixture Models. J. Mach. Learn. Res. 18 (2017)
Seong-Hwan Jun, Samuel W. K. Wong, James V. Zidek, Alexandre Bouchard-Côté
Sequential Graph Matching with Sequential Monte Carlo. AISTATS (2017)
Bobak Shahriari, Alexandre Bouchard-Côté, Nando de Freitas
Unbounded Bayesian Optimization via Regularization. AISTATS (2016)
Sean Jewell, Neil Spencer, Alexandre Bouchard-Côté
Atomic Spatial Processes. ICML (2015)
Seong-Hwan Jun, Alexandre Bouchard-Côté
Memory (and Time) Efficient Sequential Monte Carlo. ICML (2014)
Bobak Shahriari, Ziyu Wang, Matthew W. Hoffman, Alexandre Bouchard-Côté, Nando de Freitas
An Entropy Search Portfolio for Bayesian Optimization. CoRR (2014)
Monir Hajiaghayi, Bonnie Kirkpatrick, Liangliang Wang, Alexandre Bouchard-Côté
Efficient Continuous-Time Markov Chain Estimation. ICML (2014)
Alexandre Bouchard-Côté, David Hall, Thomas L. Griffiths, Dan Klein
Automated reconstruction of ancient languages using probabilistic models of sound change. Proc. Natl. Acad. Sci. USA 110 (11) (2013)
Alexandre Bouchard-Côté
A Note on Probabilistic Models over Strings: Inference and Representation with Indexed Matrices CoRR (2013)
Seong-Hwan Jun, Liangliang Wang, Alexandre Bouchard-Côté
Entangled Monte Carlo. NIPS (2012)
Alexandre Bouchard-Côté, Michael I. Jordan
Optimization of Structured Mean Field Objectives CoRR (2012)
Bonnie Kirkpatrick, Alexandre Bouchard-Côté
Bayesian Pedigree Analysis using Measure Factorization. NIPS (2012)
Ardavan Saeedi, Alexandre Bouchard-Côté
Priors over Recurrent Continuous Time Processes. NIPS (2011)
Alexandre Bouchard-Côté, Michael I. Jordan
Variational Inference over Combinatorial Spaces. NIPS (2010)
Taylor Berg-Kirkpatrick, Alexandre Bouchard-Côté, John DeNero, Dan Klein
Painless Unsupervised Learning with Features. HLT-NAACL (2010)
Alexandre Bouchard-Côté, Michael I. Jordan
Optimization of Structured Mean Field Objectives. UAI (2009)
Alexandre Bouchard-Côté, Thomas L. Griffiths, Dan Klein
Improved Reconstruction of Protolanguage Word Forms. HLT-NAACL (2009)
Alexandre Bouchard-Côté, Slav Petrov, Dan Klein
Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs. NIPS (2009)
John DeNero, Alexandre Bouchard-Côté, Dan Klein
Sampling Alignment Structure under a Bayesian Translation Model. EMNLP (2008)
Alexandre Bouchard-Côté, Michael I. Jordan, Dan Klein
Efficient Inference in Phylogenetic InDel Trees. NIPS (2008)
Alexandre Bouchard-Côté, Percy Liang, Thomas L. Griffiths, Dan Klein
A Probabilistic Approach to Diachronic Phonology. EMNLP-CoNLL (2007)
Alexandre Bouchard-Côté, Percy Liang, Thomas L. Griffiths, Dan Klein
A Probabilistic Approach to Language Change. NIPS (2007)
Percy Liang, Alexandre Bouchard-Côté, Dan Klein, Benjamin Taskar
An End-to-End Discriminative Approach to Machine Translation. ACL (2006)
Alexandre Bouchard-Côté, Norm Ferns, Prakash Panangaden, Doina Precup
An approximation algorithm for labelled Markov processes: towards realistic approximation. QEST (2005)