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Todd D. Millstein

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Steven Holtzen

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Publications

2023
[c75]
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  - conf/uai/CaoGTHMB23
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William X. Cao, Poorva Garg, Ryan Tjoa, Steven Holtzen, Todd D. Millstein, Guy Van den Broeck:
Scaling integer arithmetic in probabilistic programs. UAI 2023: 260-270
[i15]
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  - journals/corr/abs-2307-13837
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William X. Cao, Poorva Garg, Ryan Tjoa, Steven Holtzen, Todd D. Millstein, Guy Van den Broeck:
Scaling Integer Arithmetic in Probabilistic Programs. CoRR abs/2307.13837 (2023)
[i14]
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  - journals/corr/abs-2312-05706
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Poorva Garg, Steven Holtzen, Guy Van den Broeck, Todd D. Millstein:
Bit Blasting Probabilistic Programs. CoRR abs/2312.05706 (2023)
2021
[c73]
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  - conf/asplos/0001HMBM21
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Yipeng Huang, Steven Holtzen, Todd D. Millstein, Guy Van den Broeck, Margaret Martonosi:
Logical abstractions for noisy variational Quantum algorithm simulation. ASPLOS 2021: 456-472
[c72]
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  - conf/cav/HoltzenJVMSB20
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Steven Holtzen, Sebastian Junges, Marcell Vazquez-Chanlatte, Todd D. Millstein, Sanjit A. Seshia, Guy Van den Broeck:
Model Checking Finite-Horizon Markov Chains with Probabilistic Inference. CAV (2) 2021: 577-601
[i12]
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  - journals/corr/abs-2103-17226
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Yipeng Huang, Steven Holtzen, Todd D. Millstein, Guy Van den Broeck, Margaret Martonosi:
Logical Abstractions for Noisy Variational Quantum Algorithm Simulation. CoRR abs/2103.17226 (2021)
[i11]
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  - journals/corr/abs-2105-12326
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Steven Holtzen, Sebastian Junges, Marcell Vazquez-Chanlatte, Todd D. Millstein, Sanjit A. Seshia, Guy Van den Broeck:
Model Checking Finite-Horizon Markov Chains with Probabilistic Inference. CoRR abs/2105.12326 (2021)
[i10]
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  - journals/corr/abs-2110-10284
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Yu-Hsi Cheng, Todd D. Millstein, Guy Van den Broeck, Steven Holtzen:
flip-hoisting: Exploiting Repeated Parameters in Discrete Probabilistic Programs. CoRR abs/2110.10284 (2021)
2020
[j19]
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  - journals/pacmpl/HoltzenBM20
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Steven Holtzen, Guy Van den Broeck, Todd D. Millstein:
Scaling exact inference for discrete probabilistic programs. Proc. ACM Program. Lang. 4(OOPSLA): 140:1-140:31 (2020)
[i8]
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  - journals/corr/abs-2005-09089
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Steven Holtzen, Guy Van den Broeck, Todd D. Millstein:
Dice: Compiling Discrete Probabilistic Programs for Scalable Inference. CoRR abs/2005.09089 (2020)
2019
[c63]
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  - conf/uai/HoltzenMB19
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Steven Holtzen, Todd D. Millstein, Guy Van den Broeck:
Generating and Sampling Orbits for Lifted Probabilistic Inference. UAI 2019: 985-994
[i6]
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  - journals/corr/abs-1903-04672
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Steven Holtzen, Todd D. Millstein, Guy Van den Broeck:
Generating and Sampling Orbits for Lifted Probabilistic Inference. CoRR abs/1903.04672 (2019)
[i5]
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  - journals/corr/abs-1904-02079
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Steven Holtzen, Todd D. Millstein, Guy Van den Broeck:
Symbolic Exact Inference for Discrete Probabilistic Programs. CoRR abs/1904.02079 (2019)
2018
[c62]
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  - conf/icml/HoltzenBM18
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Steven Holtzen, Guy Van den Broeck, Todd D. Millstein:
Sound Abstraction and Decomposition of Probabilistic Programs. ICML 2018: 2004-2013
2017
[c59]
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  - conf/uai/HoltzenMB17
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Steven Holtzen, Todd D. Millstein, Guy Van den Broeck:
Probabilistic Program Abstractions. UAI 2017
[i3]
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Steven Holtzen, Todd D. Millstein, Guy Van den Broeck:
Probabilistic Program Abstractions. CoRR abs/1705.09970 (2017)

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