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2020 – today
- 2024
[j6]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): 790-815 (2024)- [j5]McCoy R. Becker, Alexander K. Lew, Xiaoyan Wang, Matin Ghavami, Mathieu Huot, Martin C. Rinard, Vikash K. Mansinghka:
Probabilistic Programming with Programmable Variational Inference. Proc. ACM Program. Lang. 8(PLDI): 2123-2147 (2024) - [c5]Amir Shaikhha, Mathieu Huot, Shideh Hashemian:
A Tensor Algebra Compiler for Sparse Differentiation. CGO 2024: 1-12 - [i14]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 abs/2406.15652 (2024) - [i13]McCoy R. Becker, Alexander K. Lew, Xiaoyan Wang, Matin Ghavami, Mathieu Huot, Martin C. Rinard, Vikash K. Mansinghka:
Probabilistic Programming with Programmable Variational Inference. CoRR abs/2406.15742 (2024) - 2023
- [j4]Mahdi Ghorbani, Mathieu Huot, Shideh Hashemian, Amir Shaikhha:
Compiling Structured Tensor Algebra. Proc. ACM Program. Lang. 7(OOPSLA2): 204-233 (2023) - [j3]Alexander K. Lew, Mathieu Huot, Sam Staton, Vikash K. Mansinghka:
ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs. Proc. ACM Program. Lang. 7(POPL): 121-153 (2023) - [c4]Mathieu Huot, Alexander K. Lew, Vikash K. Mansinghka, Sam Staton:
ωPAP Spaces: Reasoning Denotationally About Higher-Order, Recursive Probabilistic and Differentiable Programs. LICS 2023: 1-14 - [i12]Mathieu Huot, Alexander K. Lew, Vikash K. Mansinghka, Sam Staton:
ωPAP Spaces: Reasoning Denotationally About Higher-Order, Recursive Probabilistic and Differentiable Programs. CoRR abs/2302.10636 (2023) - [i11]Amir Shaikhha, Mathieu Huot, Shideh Hashemian:
∇SD: Differentiable Programming for Sparse Tensors. CoRR abs/2303.07030 (2023) - [i10]Gaurav Arya, Ruben Seyer, Frank Schäfer, Alexander K. Lew, Mathieu Huot, Vikash K. Mansinghka, Chris Rackauckas, Kartik Chandra, Moritz Schauer:
Differentiating Metropolis-Hastings to Optimize Intractable Densities. CoRR abs/2306.07961 (2023) - 2022
- [j2]Mathieu Huot, Sam Staton, Matthijs Vákár:
Higher Order Automatic Differentiation of Higher Order Functions. Log. Methods Comput. Sci. 18(1) (2022) - [j1]Amir Shaikhha, Mathieu Huot, Jaclyn Smith, Dan Olteanu:
Functional collection programming with semi-ring dictionaries. Proc. ACM Program. Lang. 6(OOPSLA1): 1-33 (2022) - [i9]Mahdi Ghorbani, Mathieu Huot, Shideh Hashemian, Amir Shaikhha:
Compiling Structured Tensor Algebra. CoRR abs/2211.10482 (2022) - [i8]Alexander K. Lew, Mathieu Huot, Sam Staton, Vikash K. Mansinghka:
ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs. CoRR abs/2212.06386 (2022) - [i7]Mathieu Huot, Amir Shaikhha:
Denotationally Correct, Purely Functional, Efficient Reverse-mode Automatic Differentiation. CoRR abs/2212.09801 (2022) - [i6]Amir Shaikhha, Mathieu Huot, Shabnam Ghasemirad, Andrew W. Fitzgibbon, Simon Peyton Jones, Dimitrios Vytiniotis:
Efficient and Sound Differentiable Programming in a Functional Array-Processing Language. CoRR abs/2212.10307 (2022) - 2021
- [i5]Mathieu Huot, Sam Staton, Matthijs Vákár:
Higher Order Automatic Differentiation of Higher Order Functions. CoRR abs/2101.06757 (2021) - [i4]Amir Shaikhha, Mathieu Huot, Jaclyn Smith, Dan Olteanu:
Functional Collection Programming with Semi-Ring Dictionaries. CoRR abs/2103.06376 (2021) - [i3]Alexander K. Lew, Mathieu Huot, Vikash K. Mansinghka:
Towards Denotational Semantics of AD for Higher-Order, Recursive, Probabilistic Languages. CoRR abs/2111.15456 (2021) - 2020
- [c3]Mathieu Huot, Sam Staton, Matthijs Vákár:
Correctness of Automatic Differentiation via Diffeologies and Categorical Gluing. FoSSaCS 2020: 319-338 - [i2]Mathieu Huot, Sam Staton, Matthijs Vákár:
Correctness of Automatic Differentiation via Diffeologies and Categorical Gluing. CoRR abs/2001.02209 (2020)
2010 – 2019
- 2019
- [c2]Mathieu Huot, Sam Staton:
Quantum channels as a categorical completion. LICS 2019: 1-13 - [i1]Mathieu Huot, Sam Staton:
Quantum channels as a categorical completion. CoRR abs/1904.09600 (2019) - 2018
- [c1]Mathieu Huot, Sam Staton:
Universal Properties in Quantum Theory. QPL 2018: 213-223
Coauthor Index
aka: Vikash K. Mansinghka
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