Cameron E. Freer

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 29

Top Topics

Database Tables

Conditional Independencies

Kolmogorov Smirnov

Probability Distribution

Top Venues

Proc. ACM Program. Lang.

Publications

Mathieu Huot, Matin Ghavami, Alexander K. Lew, Ulrich Schaechtle, Cameron E. Freer, Zane Shelby, Martin C. Rinard, Feras A. Saad, Vikash K. Mansinghka
GenSQL: A Probabilistic Programming System for Querying Generative Models of Database Tables. Proc. ACM Program. Lang. 8 (PLDI) (2024)
Nathanael L. Ackerman, Cameron E. Freer, Younesse Kaddar, Jacek Karwowski, Sean K. Moss, Daniel M. Roy, Sam Staton, Hongseok Yang
Probabilistic Programming Interfaces for Random Graphs: Markov Categories, Graphons, and Nominal Sets. Proc. ACM Program. Lang. 8 (POPL) (2024)
Mathieu Huot, Matin Ghavami, Alexander K. Lew, Ulrich Schaechtle, Cameron E. Freer, Zane Shelby, Martin C. Rinard, Feras A. Saad, Vikash K. Mansinghka
GenSQL: A Probabilistic Programming System for Querying Generative Models of Database Tables. CoRR (2024)
Nathanael L. Ackerman, Cameron E. Freer, Younesse Kaddar, Jacek Karwowski, Sean K. Moss, Daniel M. Roy, Sam Staton, Hongseok Yang
Probabilistic programming interfaces for random graphs: Markov categories, graphons, and nominal sets. CoRR (2023)
Nathanael L. Ackerman, Julian Asilis, Jieqi Di, Cameron E. Freer, Jean-Baptiste Tristan
Computable PAC Learning of Continuous Features. LICS (2022)
Nathanael L. Ackerman, Cameron E. Freer, Rehana Patel
On computable aspects of algebraic and definable closure. J. Log. Comput. 31 (1) (2021)
Nathanael L. Ackerman, Cameron E. Freer, Rehana Patel
On computable aspects of algebraic and definable closure. CoRR (2021)
Nathanael L. Ackerman, Julian Asilis, Jieqi Di, Cameron E. Freer, Jean-Baptiste Tristan
On computable learning of continuous features. CoRR (2021)
Feras Saad, Cameron E. Freer, Martin Rinard, Vikash Mansinghka
The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions. AISTATS (2020)
Nathanael L. Ackerman, Cameron E. Freer, Robert S. Lubarsky
An introduction to feedback Turing computability. J. Log. Comput. 30 (1) (2020)
Feras A. Saad, Cameron E. Freer, Martin C. Rinard, Vikash K. Mansinghka
Optimal approximate sampling from discrete probability distributions. Proc. ACM Program. Lang. 4 (POPL) (2020)
Nathanael L. Ackerman, Cameron E. Freer, Rehana Patel
Computability of Algebraic and Definable Closure. LFCS (2020)
Span Spanbauer, Cameron E. Freer, Vikash Mansinghka
Deep Involutive Generative Models for Neural MCMC. CoRR (2020)
Feras A. Saad, Cameron E. Freer, Martin C. Rinard, Vikash K. Mansinghka
Optimal Approximate Sampling from Discrete Probability Distributions. CoRR (2020)
Feras A. Saad, Cameron E. Freer, Martin C. Rinard, Vikash K. Mansinghka
The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions. CoRR (2020)
Nathanael L. Ackerman, Cameron E. Freer, Daniel M. Roy
On the Computability of Conditional Probability. J. ACM 66 (3) (2019)
Feras A. Saad, Cameron E. Freer, Nathanael L. Ackerman, Vikash K. Mansinghka
A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions. AISTATS (2019)
Feras A. Saad, Cameron E. Freer, Nathanael L. Ackerman, Vikash K. Mansinghka
A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions. CoRR (2019)
Nathanael L. Ackerman, Jeremy Avigad, Cameron E. Freer, Daniel M. Roy, Jason M. Rute
Algorithmic barriers to representing conditional independence. LICS (2019)
Nathanael L. Ackerman, Cameron E. Freer, Robert S. Lubarsky
Feedback computability on Cantor space. Log. Methods Comput. Sci. 15 (2) (2019)
Sam Staton, Dario Stein, Hongseok Yang, Nathanael L. Ackerman, Cameron E. Freer, Daniel M. Roy
The Beta-Bernoulli process and algebraic effects. CoRR (2018)
Nathanael L. Ackerman, Jeremy Avigad, Cameron E. Freer, Daniel M. Roy, Jason M. Rute
On the computability of graphons. CoRR (2018)
Sam Staton, Dario Stein, Hongseok Yang, Nathanael L. Ackerman, Cameron E. Freer, Daniel M. Roy
The Beta-Bernoulli process and algebraic effects. ICALP (2018)
Nathanael L. Ackerman, Cameron E. Freer, Aleksandra Kwiatkowska, Rehana Patel
A classification of orbits admitting a unique invariant measure. Ann. Pure Appl. Log. 168 (1) (2017)
Nathanael L. Ackerman, Cameron E. Freer, Robert S. Lubarsky
Feedback computability on Cantor space. CoRR (2017)
Nathanael L. Ackerman, Cameron E. Freer, Daniel M. Roy
On computability and disintegration. Math. Struct. Comput. Sci. 27 (8) (2017)
Nathanael L. Ackerman, Cameron E. Freer
On the computability of graph Turing machines. CoRR (2017)
Nathanael L. Ackerman, Cameron E. Freer
Graph Turing Machines. WoLLIC (2017)
Nathanael L. Ackerman, Cameron E. Freer, Jaroslav Nesetril, Rehana Patel
Invariant measures via inverse limits of finite structures. Eur. J. Comb. 52 (2016)
Nathanael L. Ackerman, Cameron E. Freer, Robert S. Lubarsky
Feedback Turing Computability, and Turing Computability as Feedback. LICS (2015)
Nathanael L. Ackerman, Cameron E. Freer, Daniel M. Roy
On computability and disintegration. CoRR (2015)
Cameron E. Freer, Bjørn Kjos-Hanssen, André Nies, Frank Stephan
Algorithmic Aspects of Lipschitz Functions. Comput. 3 (1) (2014)
Nathanael L. Ackerman, Cameron E. Freer
A Notion of a Computational Step for Partial Combinatory Algebras. TAMC (2013)
Cameron E. Freer, Daniel M. Roy, Joshua B. Tenenbaum
Towards common-sense reasoning via conditional simulation: legacies of Turing in Artificial Intelligence CoRR (2012)
Cameron E. Freer, Daniel M. Roy
Computable de Finetti measures. Ann. Pure Appl. Log. 163 (5) (2012)
Nathanael L. Ackerman, Cameron E. Freer, Daniel M. Roy
Noncomputable Conditional Distributions. LICS (2011)
Cameron E. Freer, Daniel M. Roy
Posterior distributions are computable from predictive distributions. AISTATS (2010)
Nathanael L. Ackerman, Cameron E. Freer, Daniel M. Roy
On the computability of conditional probability. CoRR (2010)
Cameron E. Freer, Daniel M. Roy
Computable Exchangeable Sequences Have Computable de Finetti Measures. CiE (2009)
Cameron E. Freer, Daniel M. Roy
Computable de Finetti measures CoRR (2009)