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Jean-Baptiste Tristan

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affiliation: Amazon Web Services, USA
affiliation (former): Oracle Labs, Burlington, MA, USA
affiliation (former): Harvard University, Cambridge, MA, USA
affiliation (former): INRIA Paris-Rocquencourt, Le Chesnay, France
affiliation (PhD 2009): Paris Diderot University, France

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2020 – today

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2024
[c23]
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Alastair F. Donaldson, Dilan Sheth, Jean-Baptiste Tristan, Alex Usher:
Randomised Testing of the Compiler for a Verification-Aware Programming Language. ICST 2024: 407-418
2023
[j3]
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Joseph Tassarotti, Jean-Baptiste Tristan:
Verified Density Compilation for a Probabilistic Programming Language. Proc. ACM Program. Lang. 7(PLDI): 615-637 (2023)
2022
[c22]
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Nathanael L. Ackerman, Julian Asilis, Jieqi Di, Cameron E. Freer, Jean-Baptiste Tristan:
Computable PAC Learning of Continuous Features. LICS 2022: 7:1-7:12
2021
[c21]
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Alican Bozkurt, Babak Esmaeili, Jean-Baptiste Tristan, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent:
Rate-Regularization and Generalization in Variational Autoencoders. AISTATS 2021: 3880-3888
[c20]
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Joseph Tassarotti, Koundinya Vajjha, Anindya Banerjee, Jean-Baptiste Tristan:
A formal proof of PAC learnability for decision stumps. CPP 2021: 5-17
[c19]
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Hao Wu, Babak Esmaeili, Michael L. Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent:
Conjugate Energy-Based Models. ICML 2021: 11228-11239
[c18]
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Ananya Gupta, Eric Johnson, Justin Payan, Aditya Kumar Roy, Ari Kobren, Swetasudha Panda, Jean-Baptiste Tristan, Michael L. Wick:
Online Post-Processing in Rankings for Fair Utility Maximization. WSDM 2021: 454-462
[i9]
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Hao Wu, Babak Esmaeili, Michael L. Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent:
Conjugate Energy-Based Models. CoRR abs/2106.13798 (2021)
[i8]
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  - journals/corr/abs-2111-14630
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Nathanael L. Ackerman, Julian Asilis, Jieqi Di, Cameron E. Freer, Jean-Baptiste Tristan:
On computable learning of continuous features. CoRR abs/2111.14630 (2021)
2020
[i7]
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  - journals/corr/abs-2007-06776
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Jean-Baptiste Tristan, Joseph Tassarotti, Koundinya Vajjha, Michael L. Wick, Anindya Banerjee:
Verification of ML Systems via Reparameterization. CoRR abs/2007.06776 (2020)
[i6]
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  - journals/corr/abs-2010-11855
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Michael L. Wick, Kate Silverstein, Jean-Baptiste Tristan, Adam Craig Pocock, Mark Johnson:
Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data. CoRR abs/2010.11855 (2020)

2010 – 2019

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2019
[j2]
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Guy L. Steele Jr., Jean-Baptiste Tristan:
Using Butterfly-patterned Partial Sums to Draw from Discrete Distributions. ACM Trans. Parallel Comput. 6(4): 22:1-22:30 (2019)
[c17]
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Jay Yoon Lee, Sanket Vaibhav Mehta, Michael L. Wick, Jean-Baptiste Tristan, Jaime G. Carbonell:
Gradient-Based Inference for Networks with Output Constraints. AAAI 2019: 4147-4154
[c16]
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Joseph Tassarotti, Jean-Baptiste Tristan, Michael L. Wick:
Sketching for Latent Dirichlet-Categorical Models. AISTATS 2019: 256-265
[c15]
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Michael L. Wick, Swetasudha Panda, Joseph Tassarotti, Jean-Baptiste Tristan:
Scaling Hierarchical Coreference with Homomorphic Compression. AKBC 2019
[c14]
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Michael L. Wick, Swetasudha Panda, Jean-Baptiste Tristan:
Unlocking Fairness: a Trade-off Revisited. NeurIPS 2019: 8780-8789
[i5]
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  - journals/corr/abs-1911-00385
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Joseph Tassarotti, Jean-Baptiste Tristan, Koundinya Vajjha:
A Formal Proof of PAC Learnability for Decision Stumps. CoRR abs/1911.00385 (2019)
2018
[i4]
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Joseph Tassarotti, Jean-Baptiste Tristan, Michael L. Wick:
Sketching for Latent Dirichlet-Categorical Models. CoRR abs/1810.01400 (2018)
2017
[j1]
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Guy L. Steele Jr., Jean-Baptiste Tristan:
Adding Approximate Counters. ACM Trans. Parallel Comput. 4(1): 5:1-5:45 (2017)
[c13]
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Jay Yoon Lee, Michael L. Wick, Jean-Baptiste Tristan, Jaime G. Carbonell:
Enforcing Output Constraints via SGD: A Step Towards Neural Lagrangian Relaxation. AKBC@NIPS 2017
[c12]
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Daniel Huang, Jean-Baptiste Tristan, Greg Morrisett:
Compiling Markov chain Monte Carlo algorithms for probabilistic modeling. PLDI 2017: 111-125
[c11]
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Guy L. Steele Jr., Jean-Baptiste Tristan:
Using Butterfly-Patterned Partial Sums to Draw from Discrete Distributions. PPoPP 2017: 341-355
[i3]
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Jay Yoon Lee, Michael L. Wick, Jean-Baptiste Tristan, Jaime G. Carbonell:
Enforcing Constraints on Outputs with Unconstrained Inference. CoRR abs/1707.08608 (2017)
2016
[c10]
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Manzil Zaheer, Michael L. Wick, Jean-Baptiste Tristan, Alexander J. Smola, Guy L. Steele Jr.:
Exponential Stochastic Cellular Automata for Massively Parallel Inference. AISTATS 2016: 966-975
[c9]
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Guy L. Steele Jr., Jean-Baptiste Tristan:
Adding approximate counters. PPoPP 2016: 15:1-15:12
2015
[c8]
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Jean-Baptiste Tristan, Joseph Tassarotti, Guy L. Steele Jr.:
Efficient Training of LDA on a GPU by Mean-for-Mode Estimation. ICML 2015: 59-68
[i2]
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Guy L. Steele Jr., Jean-Baptiste Tristan:
Using Butterfly-Patterned Partial Sums to Optimize GPU Memory Accesses for Drawing from Discrete Distributions. CoRR abs/1505.03851 (2015)
2014
[c7]
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Jean-Baptiste Tristan, Daniel Huang, Joseph Tassarotti, Adam Craig Pocock, Stephen J. Green, Guy L. Steele Jr.:
Augur: Data-Parallel Probabilistic Modeling. NIPS 2014: 2600-2608
2013
[c6]
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Changhee Park, Guy L. Steele Jr., Jean-Baptiste Tristan:
Parallel programming with big operators. PPoPP 2013: 293-294
[i1]
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Jean-Baptiste Tristan, Daniel Huang, Joseph Tassarotti, Adam Craig Pocock, Stephen J. Green, Guy L. Steele Jr.:
Augur: a Modeling Language for Data-Parallel Probabilistic Inference. CoRR abs/1312.3613 (2013)
2012
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Greg Morrisett, Gang Tan, Joseph Tassarotti, Jean-Baptiste Tristan, Edward Gan:
RockSalt: better, faster, stronger SFI for the x86. PLDI 2012: 395-404
2011
[c4]
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Jean-Baptiste Tristan, Paul Govereau, Greg Morrisett:
Evaluating value-graph translation validation for LLVM. PLDI 2011: 295-305
2010
[c3]
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  - conf/popl/TristanL10
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Jean-Baptiste Tristan, Xavier Leroy:
A simple, verified validator for software pipelining. POPL 2010: 83-92

2000 – 2009

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2009
[b1]
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Jean-Baptiste Tristan:
Formal verification of translation validators. Paris Diderot University, France, 2009
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Jean-Baptiste Tristan, Xavier Leroy:
Verified validation of lazy code motion. PLDI 2009: 316-326
2008
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Jean-Baptiste Tristan, Xavier Leroy:
Formal verification of translation validators: a case study on instruction scheduling optimizations. POPL 2008: 17-27

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