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ORCIDBibTeX records: Mijung Park
@article{DBLP:journals/midm/ChenLPNLHK23,
author = {Jyu{-}Lin Chen and
Chen{-}Xi Lin and
Mijung Park and
Jerry John Nutor and
Rosalind de Lisser and
Thomas J. Hoffmann and
Hannah J. Kim},
title = {Rapid response nursing triage outcomes for {COVID-19:} factors associated
with patient's participation in triage recommendations},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {23},
number = {1},
pages = {47},
year = {2023},
url = {https://doi.org/10.1186/s12911-023-02139-x},
doi = {10.1186/S12911-023-02139-X},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/ChenLPNLHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HarderJSP23,
author = {Frederik Harder and
Milad Jalali and
Danica J. Sutherland and
Mijung Park},
title = {Pre-trained Perceptual Features Improve Differentially Private Image
Generation},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=R6W7zkMz0P},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HarderJSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13389,
author = {Margarita Vinaroz and
Mijung Park},
title = {Differentially Private Kernel Inducing Points {(DP-KIP)} for Privacy-preserving
Data Distillation},
journal = {CoRR},
volume = {abs/2301.13389},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13389},
doi = {10.48550/ARXIV.2301.13389},
eprinttype = {arXiv},
eprint = {2301.13389},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01687,
author = {Yilin Yang and
Kamil Adamczewski and
Danica J. Sutherland and
Xiaoxiao Li and
Mijung Park},
title = {Differentially Private Neural Tangent Kernels for Privacy-Preserving
Data Generation},
journal = {CoRR},
volume = {abs/2303.01687},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01687},
doi = {10.48550/ARXIV.2303.01687},
eprinttype = {arXiv},
eprint = {2303.01687},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04612,
author = {Kamil Adamczewski and
Mijung Park},
title = {Differential Privacy Meets Neural Network Pruning},
journal = {CoRR},
volume = {abs/2303.04612},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04612},
doi = {10.48550/ARXIV.2303.04612},
eprinttype = {arXiv},
eprint = {2303.04612},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15759,
author = {Saiyue Lyu and
Margarita Vinaroz and
Michael F. Liu and
Mijung Park},
title = {Differentially Private Latent Diffusion Models},
journal = {CoRR},
volume = {abs/2305.15759},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15759},
doi = {10.48550/ARXIV.2305.15759},
eprinttype = {arXiv},
eprint = {2305.15759},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11754,
author = {Kamil Adamczewski and
Yingchen He and
Mijung Park},
title = {Pre-Pruning and Gradient-Dropping Improve Differentially Private Image
Classification},
journal = {CoRR},
volume = {abs/2306.11754},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11754},
doi = {10.48550/ARXIV.2306.11754},
eprinttype = {arXiv},
eprint = {2306.11754},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VinarozP22,
author = {Margarita Vinaroz and
Mijung Park},
title = {Differentially Private Stochastic Expectation Propagation},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=e5ILb2Nqst},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VinarozP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VinarozCHAP22,
author = {Margarita Vinaroz and
Mohammad{-}Amin Charusaie and
Frederik Harder and
Kamil Adamczewski and
Mijung Park},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Hermite Polynomial Features for Private Data Generation},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {22300--22324},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/vinaroz22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/VinarozCHAP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12900,
author = {Frederik Harder and
Milad Jalali Asadabadi and
Danica J. Sutherland and
Mijung Park},
title = {Differentially Private Data Generation Needs Better Features},
journal = {CoRR},
volume = {abs/2205.12900},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12900},
doi = {10.48550/ARXIV.2205.12900},
eprinttype = {arXiv},
eprint = {2205.12900},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/ParkVJ21,
author = {Mijung Park and
Margarita Vinaroz and
Wittawat Jitkrittum},
title = {{ABCDP:} Approximate Bayesian Computation with Differential Privacy},
journal = {Entropy},
volume = {23},
number = {8},
pages = {961},
year = {2021},
url = {https://doi.org/10.3390/e23080961},
doi = {10.3390/E23080961},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/ParkVJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HarderAP21,
author = {Frederik Harder and
Kamil Adamczewski and
Mijung Park},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {{DP-MERF:} Differentially Private Mean Embeddings with RandomFeatures
for Practical Privacy-preserving Data Generation},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1819--1827},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/harder21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HarderAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AdamczewskiP21,
author = {Kamil Adamczewski and
Mijung Park},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Dirichlet Pruning for Convolutional Neural Networks},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {3637--3645},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/adamczewski21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AdamczewskiP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05042,
author = {Mijung Park and
Margarita Vinaroz and
Mohammad{-}Amin Charusaie and
Frederik Harder},
title = {Polynomial magic! Hermite polynomials for private data generation},
journal = {CoRR},
volume = {abs/2106.05042},
year = {2021},
url = {https://arxiv.org/abs/2106.05042},
eprinttype = {arXiv},
eprint = {2106.05042},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13219,
author = {Margarita Vinaroz and
Mijung Park},
title = {DP-SEP! Differentially Private Stochastic Expectation Propagation},
journal = {CoRR},
volume = {abs/2111.13219},
year = {2021},
url = {https://arxiv.org/abs/2111.13219},
eprinttype = {arXiv},
eprint = {2111.13219},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ParkFCW20,
author = {Mijung Park and
James R. Foulds and
Kamalika Chaudhuri and
Max Welling},
title = {Variational Bayes In Private Settings {(VIPS)}},
journal = {J. Artif. Intell. Res.},
volume = {68},
pages = {109--157},
year = {2020},
url = {https://doi.org/10.1613/jair.1.11763},
doi = {10.1613/JAIR.1.11763},
timestamp = {Sat, 09 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/ParkFCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HarderBP20,
author = {Frederik Harder and
Matthias Bauer and
Mijung Park},
title = {Interpretable and Differentially Private Predictions},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4083--4090},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5827},
doi = {10.1609/AAAI.V34I04.5827},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HarderBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OhAP20,
author = {ChangYong Oh and
Kamil Adamczewski and
Mijung Park},
title = {Radial and Directional Posteriors for Bayesian Deep Learning},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5298--5305},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5976},
doi = {10.1609/AAAI.V34I04.5976},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OhAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FouldsPCW20,
author = {James R. Foulds and
Mijung Park and
Kamalika Chaudhuri and
Max Welling},
editor = {Christian Bessiere},
title = {Variational Bayes in Private Settings {(VIPS)} (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {5050--5054},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/705},
doi = {10.24963/IJCAI.2020/705},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FouldsPCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11603,
author = {Frederik Harder and
Kamil Adamczewski and
Mijung Park},
title = {Differentially Private Mean Embeddings with Random Features {(DP-MERF)}
for Simple {\&} Practical Synthetic Data Generation},
journal = {CoRR},
volume = {abs/2002.11603},
year = {2020},
url = {https://arxiv.org/abs/2002.11603},
eprinttype = {arXiv},
eprint = {2002.11603},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13872,
author = {Kamil Adamczewski and
Frederik Harder and
Mijung Park},
title = {{Q-FIT:} The Quantifiable Feature Importance Technique for Explainable
Machine Learning},
journal = {CoRR},
volume = {abs/2010.13872},
year = {2020},
url = {https://arxiv.org/abs/2010.13872},
eprinttype = {arXiv},
eprint = {2010.13872},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05985,
author = {Kamil Adamczewski and
Mijung Park},
title = {Dirichlet Pruning for Neural Network Compression},
journal = {CoRR},
volume = {abs/2011.05985},
year = {2020},
url = {https://arxiv.org/abs/2011.05985},
eprinttype = {arXiv},
eprint = {2011.05985},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RajLSP19,
author = {Anant Raj and
Ho Chung Leon Law and
Dino Sejdinovic and
Mijung Park},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {A Differentially Private Kernel Two-Sample Test},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11906},
pages = {697--724},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46150-8\_41},
doi = {10.1007/978-3-030-46150-8\_41},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RajLSP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02603,
author = {ChangYong Oh and
Kamil Adamczewski and
Mijung Park},
title = {Radial and Directional Posteriors for Bayesian Neural Networks},
journal = {CoRR},
volume = {abs/1902.02603},
year = {2019},
url = {http://arxiv.org/abs/1902.02603},
eprinttype = {arXiv},
eprint = {1902.02603},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-02603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12592,
author = {Si Kai Lee and
Luigi Gresele and
Mijung Park and
Krikamol Muandet},
title = {Private Causal Inference using Propensity Scores},
journal = {CoRR},
volume = {abs/1905.12592},
year = {2019},
url = {http://arxiv.org/abs/1905.12592},
eprinttype = {arXiv},
eprint = {1905.12592},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02004,
author = {Frederik Harder and
Matthias Bauer and
Mijung Park},
title = {Interpretable and Differentially Private Predictions},
journal = {CoRR},
volume = {abs/1906.02004},
year = {2019},
url = {http://arxiv.org/abs/1906.02004},
eprinttype = {arXiv},
eprint = {1906.02004},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02519,
author = {Kamil Adamczewski and
Mijung Park},
title = {Neuron ranking - an informed way to condense convolutional neural
networks architecture},
journal = {CoRR},
volume = {abs/1907.02519},
year = {2019},
url = {http://arxiv.org/abs/1907.02519},
eprinttype = {arXiv},
eprint = {1907.02519},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05103,
author = {Mijung Park and
Wittawat Jitkrittum},
title = {{ABCDP:} Approximate Bayesian Computation Meets Differential Privacy},
journal = {CoRR},
volume = {abs/1910.05103},
year = {2019},
url = {http://arxiv.org/abs/1910.05103},
eprinttype = {arXiv},
eprint = {1910.05103},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06924,
author = {Frederik Harder and
Jonas K{\"{o}}hler and
Max Welling and
Mijung Park},
title = {{DP-MAC:} The Differentially Private Method of Auxiliary Coordinates
for Deep Learning},
journal = {CoRR},
volume = {abs/1910.06924},
year = {2019},
url = {http://arxiv.org/abs/1910.06924},
eprinttype = {arXiv},
eprint = {1910.06924},
timestamp = {Fri, 11 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/CharlesPWHP18,
author = {Adam S. Charles and
Mijung Park and
J. Patrick Weller and
Gregory D. Horwitz and
Jonathan W. Pillow},
title = {Dethroning the Fano Factor: {A} Flexible, Model-Based Approach to
Partitioning Neural Variability},
journal = {Neural Comput.},
volume = {30},
number = {4},
year = {2018},
url = {https://doi.org/10.1162/neco\_a\_01062},
doi = {10.1162/NECO\_A\_01062},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/CharlesPWHP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00380,
author = {Anant Raj and
Ho Chung Leon Law and
Dino Sejdinovic and
Mijung Park},
title = {A Differentially Private Kernel Two-Sample Test},
journal = {CoRR},
volume = {abs/1808.00380},
year = {2018},
url = {http://arxiv.org/abs/1808.00380},
eprinttype = {arXiv},
eprint = {1808.00380},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkFCW17,
author = {Mijung Park and
James R. Foulds and
Kamalika Choudhary and
Max Welling},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {{DP-EM:} Differentially Private Expectation Maximization},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {896--904},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/park17c.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkFCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkJS16,
author = {Mijung Park and
Wittawat Jitkrittum and
Dino Sejdinovic},
editor = {Arthur Gretton and
Christian C. Robert},
title = {{K2-ABC:} Approximate Bayesian Computation with Kernel Embeddings},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {398--407},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/park16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkJS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkFCW16,
author = {Mijung Park and
Jimmy Foulds and
Kamalika Chaudhuri and
Max Welling},
title = {Practical Privacy For Expectation Maximization},
journal = {CoRR},
volume = {abs/1605.06995},
year = {2016},
url = {http://arxiv.org/abs/1605.06995},
eprinttype = {arXiv},
eprint = {1605.06995},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkFCW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkW16,
author = {Mijung Park and
Max Welling},
title = {A note on privacy preserving iteratively reweighted least squares},
journal = {CoRR},
volume = {abs/1605.07511},
year = {2016},
url = {http://arxiv.org/abs/1605.07511},
eprinttype = {arXiv},
eprint = {1605.07511},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkFCW16a,
author = {Mijung Park and
James R. Foulds and
Kamalika Chaudhuri and
Max Welling},
title = {Private Topic Modeling},
journal = {CoRR},
volume = {abs/1609.04120},
year = {2016},
url = {http://arxiv.org/abs/1609.04120},
eprinttype = {arXiv},
eprint = {1609.04120},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkFCW16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkFCW16b,
author = {Mijung Park and
James R. Foulds and
Kamalika Chaudhuri and
Max Welling},
title = {Variational Bayes In Private Settings {(VIPS)}},
journal = {CoRR},
volume = {abs/1611.00340},
year = {2016},
url = {http://arxiv.org/abs/1611.00340},
eprinttype = {arXiv},
eprint = {1611.00340},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkFCW16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkBM15,
author = {Mijung Park and
Gergo Bohner and
Jakob H. Macke},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Unlocking neural population non-stationarities using hierarchical
dynamics models},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {145--153},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/28dd2c7955ce926456240b2ff0100bde-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ParkBM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkJQSBS15,
author = {Mijung Park and
Wittawat Jitkrittum and
Ahmad Qamar and
Zolt{\'{a}}n Szab{\'{o}} and
Lars Buesing and
Maneesh Sahani},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Bayesian Manifold Learning: The Locally Linear Latent Variable Model
{(LL-LVM)}},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {154--162},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/d1fe173d08e959397adf34b1d77e88d7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ParkJQSBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParkJS15,
author = {Mijung Park and
Wittawat Jitkrittum and
Dino Sejdinovic},
title = {{K2-ABC:} Approximate Bayesian Computation with Kernel Embeddings},
journal = {CoRR},
volume = {abs/1502.02558},
year = {2015},
url = {http://arxiv.org/abs/1502.02558},
eprinttype = {arXiv},
eprint = {1502.02558},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParkJS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ParkWHP14,
author = {Mijung Park and
J. Patrick Weller and
Gregory D. Horwitz and
Jonathan W. Pillow},
title = {Bayesian Active Learning of Neural Firing Rate Maps with Transformed
Gaussian Process Priors},
journal = {Neural Comput.},
volume = {26},
number = {8},
pages = {1519--1541},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00615},
doi = {10.1162/NECO\_A\_00615},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ParkWHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuPKP14,
author = {Anqi Wu and
Mijung Park and
Oluwasanmi Koyejo and
Jonathan W. Pillow},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Sparse Bayesian structure learning with dependent relevance determination
priors},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1628--1636},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/f9a40a4780f5e1306c46f1c8daecee3b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuPKP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/ParkNV13,
author = {Mijung Park and
Marcel Nassar and
Haris Vikalo},
title = {Bayesian Active Learning for Drug Combinations},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {60},
number = {11},
pages = {3248--3255},
year = {2013},
url = {https://doi.org/10.1109/TBME.2013.2272322},
doi = {10.1109/TBME.2013.2272322},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/ParkNV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkKGPP13,
author = {Mijung Park and
Oluwasanmi Koyejo and
Joydeep Ghosh and
Russell A. Poldrack and
Jonathan W. Pillow},
title = {Bayesian Structure Learning for Functional Neuroimaging},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {489--497},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/park13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkKGPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkP13,
author = {Mijung Park and
Jonathan W. Pillow},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Bayesian inference for low rank spatiotemporal neural receptive fields},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2688--2696},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/68a83eeb494a308fe5295da69428a507-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ParkP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkP12,
author = {Mijung Park and
Jonathan W. Pillow},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Bayesian active learning with localized priors for fast receptive
field characterization},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2357--2365},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/4588e674d3f0faf985047d4c3f13ed0d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ParkP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/ParkNEV12,
author = {Mijung Park and
Marcel Nassar and
Brian L. Evans and
Haris Vikalo},
title = {Adaptive experimental design for drug combinations},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {712--715},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319802},
doi = {10.1109/SSP.2012.6319802},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/ParkNEV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-2143,
author = {Il Memming Park and
Marcel Nassar and
Mijung Park},
title = {Active Bayesian Optimization: Minimizing Minimizer Entropy},
journal = {CoRR},
volume = {abs/1202.2143},
year = {2012},
url = {http://arxiv.org/abs/1202.2143},
eprinttype = {arXiv},
eprint = {1202.2143},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-2143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/ParkP11,
author = {Mijung Park and
Jonathan W. Pillow},
title = {Receptive Field Inference with Localized Priors},
journal = {PLoS Comput. Biol.},
volume = {7},
number = {10},
year = {2011},
url = {https://doi.org/10.1371/journal.pcbi.1002219},
doi = {10.1371/JOURNAL.PCBI.1002219},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/ParkP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/PuljizPH11,
author = {Zrinka Puljiz and
Mijung Park and
Robert W. Heath Jr.},
title = {A Machine Learning Approach to Link Adaptation for {SC-FDE} System},
booktitle = {Proceedings of the Global Communications Conference, {GLOBECOM} 2011,
5-9 December 2011, Houston, Texas, {USA}},
pages = {1--5},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/GLOCOM.2011.6134362},
doi = {10.1109/GLOCOM.2011.6134362},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globecom/PuljizPH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkHP11,
author = {Mijung Park and
Greg Horwitz and
Jonathan W. Pillow},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Active learning of neural response functions with Gaussian processes},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2043--2051},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/0c048b3a434e49e655c1247efb389cec-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ParkHP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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