publications

Publications by category.

conference

2024

  1. UAI
    Sample Average Approximation for Black-Box VI
    Javier Burroni, Justin Domke, and Daniel Sheldon
    In Uncertainty in Artificial Intelligence, 2024
    arXiv PDF Poster
    saa-log-weights-dist.png

2023

  1. ICML
    Automatically Marginalized MCMC in Probabilistic Programming
    Jinlin Lai, Javier Burroni, Hui Guan, and 1 more author
    In International Conference on Machine Learning, 2023
    arXiv
    marginalized_mcmc.jpg

2021

  1. UAI
    Min/Max Stability and Box Distributions
    Michael Boratko, Javier Burroni, Shib Sankar Dasgupta, and 1 more author
    In Uncertainty in Artificial Intelligence, 2021
    PDF
    🏆 Long presentation
  2. PLDI
    Compiling Stan to generative probabilistic languages and extension to deep probabilistic programming
    Guillaume Baudart, Javier Burroni, Martin Hirzel, and 2 more authors
    In Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, 2021
    PDF
    stan-to-gen.jpg

2020

  1. UAI
    Object conditioning for causal inference
    David Jensen, Javier Burroni, and Matthew Rattigan
    In Uncertainty in Artificial Intelligence, 2020

2019

  1. ICML
    Predicate exchange: Inference with declarative knowledge
    Zenna Tavares, Javier Burroni, Edgar Minasyan, and 2 more authors
    In International Conference on Machine Learning, 2019
    PDF
    predicate-exchange.jpg

2017

  1. DLS
    Garbage collection and efficiency in dynamic metacircular runtimes: an experience report
    Javier Pimás, Javier Burroni, Jean Baptiste Arnaud, and 1 more author
    In Proceedings of the 13th ACM SIGPLAN International Symposium on Dynamic Languages, 2017
    PDF
    garbage-collection.jpg

2014

  1. ASONAM
    A study of age and gender seen through mobile phone usage patterns in mexico
    Carlos Sarraute, Pablo Blanc, and Javier Burroni
    In International Conference on Advances in Social Networks Analysis and Mining, 2014
    arXiv
    population-scaling.jpg

journal

2023

  1. TMLR
    U-Statistics for Importance-Weighted Variational Inference
    Javier Burroni, Kenta Takatsu, Justin Domke, and 1 more author
    Transactions on Machine Learning Research, 2023
    OpenReview PDF
    permuted-IWELBO.jpg

2017

  1. Energetic constraints produce self-sustained oscillatory dynamics in neuronal networks
    Javier Burroni, P Taylor, Cassian Corey, and 2 more authors
    Frontiers in neuroscience, 2017

2015

  1. SNAM
    Inference of demographic attributes based on mobile phone usage patterns and social network topology
    Carlos Sarraute, Jorge Brea, Javier Burroni, and 1 more author
    Social Network Analysis and Mining, 2015
    arXiv
    age-communication.jpg
  2. Sci. Rep.
    The global landscape of cognition: hierarchical aggregation as an organizational principle of human cortical networks and functions
    P Taylor, JN Hobbs, Javier Burroni, and 1 more author
    Scientific Reports, 2015

workshop

2022

  1. FAST
    On Possible Extensions to the Smalltalk Syntax
    Leandro Caniglia, and Javier Burroni
    In FAST Workshop 2022 on Smalltalk Related Technologies, 2022
    OpenReview PDF
    extended-parser.png

2018

  1. PPS-POPL
    Interactive writing and debugging of Bayesian probabilistic programs
    Javier Burroni, Arjun Guha, and David Jensen
    In PPS-POPL, 2018
    PDF Poster
    blog-debugger.png

2017

  1. The act of computer programming in science
    Javier Burroni
    In Companion Proceedings of the 1st International Conference on the Art, Science, and Engineering of Programming, 2017
    🏆 Best paper award

2015

  1. NetMob
    Social events in a time-varying mobile phone graph
    Carlos Sarraute, Jorge Brea, Javier Burroni, and 3 more authors
    In Fourth Conference on the Scientific Analysis of Mobile Phone Datasets, Apr 2015
    arXiv
  2. NetMob
    Inference of Users Demographic Attributes based on Homophily in Communication Networks
    Jorge Brea, Javier Burroni, and Carlos Sarraute
    In 4th Conference on the Scientific Analysis of Mobile Phone Datasets, Apr 2015
    arXiv

2014

  1. SNA-KDD
    Harnessing mobile phone social network topology to infer users demographic attributes
    Jorge Brea, Javier Burroni, Martin Minnoni, and 1 more author
    In Proceedings of the 8th Workshop on Social Network Mining and Analysis, Apr 2014
    🏆 Best paper award
  2. IWST
    Design and implementation of Bee Smalltalk Runtime
    Javier Pimás, Javier Burroni, and Gerardo Richarte
    In International Workshop on Smalltalk Technologies, Apr 2014

2006

  1. SSTIC
    Outrepasser les limites des techniques classiques de Prise d’Empreintes grace aux Reseaux de Neurones
    Javier Burroni, and Carlos Sarraute
    In Symposium sur la Sécurité des Technologies de l’Information et de la Communication., Apr 2006
    arXiv

2005

  1. PacSec
    Using neural networks for remote OS identification
    Javier Burroni, and Carlos Sarraute
    In Proc. Pacific Security Conf., Tokyo, Japan, Apr 2005
    Slides
    🏆 Most popular presentation award

preprint

2019

  1. The Random Conditional Distribution for Higher-Order Probabilistic Inference
    Zenna Tavares, Xin Zhang, Edgar Minaysan, and 3 more authors
    arXiv:1903.10556, Apr 2019
    arXiv
  2. Soft constraints for inference with declarative knowledge
    Zenna Tavares, Javier Burroni, Edgar Minaysan, and 2 more authors
    arXiv:1901.05437, Apr 2019
    arXiv

patents

2018

  1. US Patent
    System and method for automatic calculation of cyber-risk in business-critical applications
    Emiliano José Fausto, Ezequiel David Gutesman, Javier Burroni, and 1 more author
    Mar 2018
    US Patent 9,923,917

2010

  1. US Patent
    Automated computer system security compromise
    Maximiliano Gerardo Caceres, Gerardo Gabriel Richarte, Agustin Azubel Friedman, and 7 more authors
    Jul 2010
    US Patent 7,757,293

2007

  1. US Patent
    Automated computer system security compromise
    Maximiliano Gerardo Caceres, Gerardo Gabriel Richarte, Agustin Azubel Friedman, and 7 more authors
    Jun 2007
    US Patent 7,228,566
  2. US Patent
    Distributed computing using syscall proxying
    Maximiliano Gabriel Caceres, Javier Burroni, Gustavo Ajzenman, and 6 more authors
    Oct 2007
    US Patent 7,277,937

conference talks

2011

  1. Smalltalks
    Look Ma, GC in Smalltalk!
    Javier Burroni, and Gerardo Richarte
    Nov 2011
    Youtube Slides
    Smalltalks 2011 - Burroni - Richarte - notes.jpg
  2. ESUG
    Implementing a Scavenger in Smalltalk
    Javier Burroni, and Gerardo Richarte
    Aug 2011
    Youtube Slides
    M&C - ESUG-2011.jpg
  3. ESUG
    Now that I have a GC in Smalltalk, what can I do with it?
    Javier Burroni, and Gerardo Richarte
    Aug 2011
    Youtube

2010

  1. Smalltalks
    A JIT Smalltalk VM implemented in itself
    Javier Burroni, and Gerardo Richarte
    Nov 2010
    Slides
    smalltalks10.jpg
  2. ESUG
    A JIT Smalltalk VM implemented in itself
    Javier Burroni, and Gerardo Richarte
    Sep 2010
    Youtube Slides

2006

  1. HITB
    Using Neural Networks and Statistical Machinery to Improve Remote OS Detection
    Javier Burroni, and Carlos Sarraute
    Sep 2006
  2. EUSecWest
    Analyzing OS fingerprints using Neural Networks and Statistical Machinery
    Javier Burroni, and Carlos Sarraute
    Feb 2006

book sections

2005

  1. Checking Values Against Intervals in Unit Testing
    Javier Burroni
    In Python Cookbook, Mar 2005
    cookbook.jpeg