BibTeX records: Justin Domke

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@article{DBLP:journals/tmlr/BurroniTDS23,
  author       = {Javier Burroni and
                  Kenta Takatsu and
                  Justin Domke and
                  Daniel Sheldon},
  title        = {U-Statistics for Importance-Weighted Variational Inference},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2023},
  year         = {2023},
  url          = {https://openreview.net/forum?id=oXmwAPlbVw},
  timestamp    = {Thu, 18 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmlr/BurroniTDS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GeffnerD23,
  author       = {Tomas Geffner and
                  Justin Domke},
  editor       = {Francisco J. R. Ruiz and
                  Jennifer G. Dy and
                  Jan{-}Willem van de Meent},
  title        = {Langevin Diffusion Variational Inference},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  25-27 April 2023, Palau de Congressos, Valencia, Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {206},
  pages        = {576--593},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v206/geffner23a.html},
  timestamp    = {Mon, 19 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/GeffnerD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DomkeGG23,
  author       = {Justin Domke and
                  Robert M. Gower and
                  Guillaume Garrigos},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Provable convergence guarantees for black-box variational inference},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/d0bcff6425bbf850ec87d5327a965db9-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/DomkeGG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoD23,
  author       = {Yuling Yao and
                  Justin Domke},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Discriminative Calibration: Check Bayesian Computation from Simulations
                  and Flexible Classifier},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/7103cd82de95a7b30983fcf74ba499ac-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YaoD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13918,
  author       = {Javier Burroni and
                  Kenta Takatsu and
                  Justin Domke and
                  Daniel Sheldon},
  title        = {U-Statistics for Importance-Weighted Variational Inference},
  journal      = {CoRR},
  volume       = {abs/2302.13918},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.13918},
  doi          = {10.48550/ARXIV.2302.13918},
  eprinttype    = {arXiv},
  eprint       = {2302.13918},
  timestamp    = {Tue, 28 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-13918.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06803,
  author       = {Javier Burroni and
                  Justin Domke and
                  Daniel Sheldon},
  title        = {Sample Average Approximation for Black-Box {VI}},
  journal      = {CoRR},
  volume       = {abs/2304.06803},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.06803},
  doi          = {10.48550/ARXIV.2304.06803},
  eprinttype    = {arXiv},
  eprint       = {2304.06803},
  timestamp    = {Wed, 19 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-06803.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14593,
  author       = {Yuling Yao and
                  Justin Domke},
  title        = {Discriminative calibration},
  journal      = {CoRR},
  volume       = {abs/2305.14593},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.14593},
  doi          = {10.48550/ARXIV.2305.14593},
  eprinttype    = {arXiv},
  eprint       = {2305.14593},
  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-14593.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03638,
  author       = {Justin Domke and
                  Guillaume Garrigos and
                  Robert M. Gower},
  title        = {Provable convergence guarantees for black-box variational inference},
  journal      = {CoRR},
  volume       = {abs/2306.03638},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.03638},
  doi          = {10.48550/ARXIV.2306.03638},
  eprinttype    = {arXiv},
  eprint       = {2306.03638},
  timestamp    = {Tue, 13 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-03638.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17009,
  author       = {Yuling Yao and
                  Bruno R{\'{e}}galdo{-}Saint Blancard and
                  Justin Domke},
  title        = {Simulation based stacking},
  journal      = {CoRR},
  volume       = {abs/2310.17009},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.17009},
  doi          = {10.48550/ARXIV.2310.17009},
  eprinttype    = {arXiv},
  eprint       = {2310.17009},
  timestamp    = {Tue, 31 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-17009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WuDS22,
  author       = {Ga Wu and
                  Justin Domke and
                  Scott Sanner},
  title        = {Arbitrary conditional inference in variational autoencoders via fast
                  prior network training},
  journal      = {Mach. Learn.},
  volume       = {111},
  number       = {7},
  pages        = {2537--2559},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10994-022-06171-2},
  doi          = {10.1007/S10994-022-06171-2},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/WuDS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LaiDS22,
  author       = {Jinlin Lai and
                  Justin Domke and
                  Daniel Sheldon},
  editor       = {Gustau Camps{-}Valls and
                  Francisco J. R. Ruiz and
                  Isabel Valera},
  title        = {Variational Marginal Particle Filters},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2022, 28-30 March 2022, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {151},
  pages        = {875--895},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v151/lai22a.html},
  timestamp    = {Sat, 30 Sep 2023 09:34:08 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/LaiDS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeffnerD22,
  author       = {Tomas Geffner and
                  Justin Domke},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Variational Inference with Locally Enhanced Bounds for Hierarchical
                  Models},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {7310--7323},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/geffner22a.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GeffnerD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04432,
  author       = {Tomas Geffner and
                  Justin Domke},
  title        = {Variational Inference with Locally Enhanced Bounds for Hierarchical
                  Models},
  journal      = {CoRR},
  volume       = {abs/2203.04432},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.04432},
  doi          = {10.48550/ARXIV.2203.04432},
  eprinttype    = {arXiv},
  eprint       = {2203.04432},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-04432.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-07743,
  author       = {Tomas Geffner and
                  Justin Domke},
  title        = {Langevin Diffusion Variational Inference},
  journal      = {CoRR},
  volume       = {abs/2208.07743},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.07743},
  doi          = {10.48550/ARXIV.2208.07743},
  eprinttype    = {arXiv},
  eprint       = {2208.07743},
  timestamp    = {Mon, 22 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-07743.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07290,
  author       = {Xi Wang and
                  Tomas Geffner and
                  Justin Domke},
  title        = {A Dual Control Variate for doubly stochastic optimization and black-box
                  variational inference},
  journal      = {CoRR},
  volume       = {abs/2210.07290},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.07290},
  doi          = {10.48550/ARXIV.2210.07290},
  eprinttype    = {arXiv},
  eprint       = {2210.07290},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-07290.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeffnerD21,
  author       = {Tomas Geffner and
                  Justin Domke},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {On the difficulty of unbiased alpha divergence minimization},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {3650--3659},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/geffner21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/GeffnerD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GeffnerD21,
  author       = {Tomas Geffner and
                  Justin Domke},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {{MCMC} Variational Inference via Uncorrected Hamiltonian Annealing},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {639--651},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/05f971b5ec196b8c65b75d2ef8267331-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GeffnerD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgrawalD21,
  author       = {Abhinav Agrawal and
                  Justin Domke},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Amortized Variational Inference for Simple Hierarchical Models},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {21388--21399},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/b28d7c6b6aec04f5525b453411ff4336-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/AgrawalD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01030,
  author       = {Justin Domke},
  title        = {An Easy to Interpret Diagnostic for Approximate Inference: Symmetric
                  Divergence Over Simulations},
  journal      = {CoRR},
  volume       = {abs/2103.01030},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.01030},
  eprinttype    = {arXiv},
  eprint       = {2103.01030},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-01030.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06587,
  author       = {Tomas Geffner and
                  Justin Domke},
  title        = {Empirical Evaluation of Biased Methods for Alpha Divergence Minimization},
  journal      = {CoRR},
  volume       = {abs/2105.06587},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.06587},
  eprinttype    = {arXiv},
  eprint       = {2105.06587},
  timestamp    = {Tue, 18 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-06587.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04150,
  author       = {Tomas Geffner and
                  Justin Domke},
  title        = {{MCMC} Variational Inference via Uncorrected Hamiltonian Annealing},
  journal      = {CoRR},
  volume       = {abs/2107.04150},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.04150},
  eprinttype    = {arXiv},
  eprint       = {2107.04150},
  timestamp    = {Tue, 20 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-04150.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-15134,
  author       = {Jinlin Lai and
                  Daniel Sheldon and
                  Justin Domke},
  title        = {Variational Marginal Particle Filters},
  journal      = {CoRR},
  volume       = {abs/2109.15134},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.15134},
  eprinttype    = {arXiv},
  eprint       = {2109.15134},
  timestamp    = {Mon, 04 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-15134.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03144,
  author       = {Abhinav Agrawal and
                  Justin Domke},
  title        = {Amortized Variational Inference for Simple Hierarchical Models},
  journal      = {CoRR},
  volume       = {abs/2111.03144},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.03144},
  eprinttype    = {arXiv},
  eprint       = {2111.03144},
  timestamp    = {Wed, 10 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-03144.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GeffnerD20,
  author       = {Tomas Geffner and
                  Justin Domke},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {A Rule for Gradient Estimator Selection, with an Application to Variational
                  Inference},
  booktitle    = {The 23rd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  series       = {Proceedings of Machine Learning Research},
  volume       = {108},
  pages        = {1803--1812},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/geffner20a.html},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/GeffnerD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Domke20,
  author       = {Justin Domke},
  title        = {Provable Smoothness Guarantees for Black-Box Variational Inference},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {2587--2596},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/domke20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Domke20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001SD20,
  author       = {Abhinav Agrawal and
                  Daniel Sheldon and
                  Justin Domke},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Advances in Black-Box {VI:} Normalizing Flows, Importance Weighting,
                  and Optimization},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/c91e3483cf4f90057d02aa492d2b25b1-Abstract.html},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/0001SD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GeffnerD20,
  author       = {Tomas Geffner and
                  Justin Domke},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Approximation Based Variance Reduction for Reparameterization Gradients},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/193002e668758ea9762904da1a22337c-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GeffnerD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09771,
  author       = {Justin Domke},
  title        = {Moment-Matching Conditions for Exponential Families with Conditioning
                  or Hidden Data},
  journal      = {CoRR},
  volume       = {abs/2001.09771},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.09771},
  eprinttype    = {arXiv},
  eprint       = {2001.09771},
  timestamp    = {Thu, 30 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-09771.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10343,
  author       = {Abhinav Agrawal and
                  Daniel Sheldon and
                  Justin Domke},
  title        = {Advances in Black-Box {VI:} Normalizing Flows, Importance Weighting,
                  and Optimization},
  journal      = {CoRR},
  volume       = {abs/2006.10343},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.10343},
  eprinttype    = {arXiv},
  eprint       = {2006.10343},
  timestamp    = {Mon, 31 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-10343.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14634,
  author       = {Tomas Geffner and
                  Justin Domke},
  title        = {Approximation Based Variance Reduction for Reparameterization Gradients},
  journal      = {CoRR},
  volume       = {abs/2007.14634},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.14634},
  eprinttype    = {arXiv},
  eprint       = {2007.14634},
  timestamp    = {Mon, 03 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-14634.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09541,
  author       = {Tomas Geffner and
                  Justin Domke},
  title        = {On the Difficulty of Unbiased Alpha Divergence Minimization},
  journal      = {CoRR},
  volume       = {abs/2010.09541},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.09541},
  eprinttype    = {arXiv},
  eprint       = {2010.09541},
  timestamp    = {Wed, 21 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-09541.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Domke19,
  author       = {Justin Domke},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Provable Gradient Variance Guarantees for Black-Box Variational Inference},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {328--337},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/bd4c9ab730f5513206b999ec0d90d1fb-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Domke19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DomkeS19,
  author       = {Justin Domke and
                  Daniel Sheldon},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Divide and Couple: Using Monte Carlo Variational Objectives for Posterior
                  Approximation},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {338--347},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/82aa4b0af34c2313a562076992e50aa3-Abstract.html},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/DomkeS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PhanAD19,
  author       = {My Phan and
                  Yasin Abbasi{-}Yadkori and
                  Justin Domke},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Thompson Sampling and Approximate Inference},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {8801--8811},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/f3507289cfdc8c9ae93f4098111a13f9-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/PhanAD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08431,
  author       = {Justin Domke},
  title        = {Provable Smoothness Guarantees for Black-Box Variational Inference},
  journal      = {CoRR},
  volume       = {abs/1901.08431},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.08431},
  eprinttype    = {arXiv},
  eprint       = {1901.08431},
  timestamp    = {Sat, 02 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-08431.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08241,
  author       = {Justin Domke},
  title        = {Provable Gradient Variance Guarantees for Black-Box Variational Inference},
  journal      = {CoRR},
  volume       = {abs/1906.08241},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.08241},
  eprinttype    = {arXiv},
  eprint       = {1906.08241},
  timestamp    = {Mon, 24 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-08241.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10115,
  author       = {Justin Domke and
                  Daniel Sheldon},
  title        = {Divide and Couple: Using Monte Carlo Variational Objectives for Posterior
                  Approximation},
  journal      = {CoRR},
  volume       = {abs/1906.10115},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.10115},
  eprinttype    = {arXiv},
  eprint       = {1906.10115},
  timestamp    = {Thu, 27 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-10115.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04970,
  author       = {My Phan and
                  Yasin Abbasi{-}Yadkori and
                  Justin Domke},
  title        = {Thompson Sampling and Approximate Inference},
  journal      = {CoRR},
  volume       = {abs/1908.04970},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.04970},
  eprinttype    = {arXiv},
  eprint       = {1908.04970},
  timestamp    = {Mon, 19 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-04970.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01894,
  author       = {Tomas Geffner and
                  Justin Domke},
  title        = {A Rule for Gradient Estimator Selection, with an Application to Variational
                  Inference},
  journal      = {CoRR},
  volume       = {abs/1911.01894},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.01894},
  eprinttype    = {arXiv},
  eprint       = {1911.01894},
  timestamp    = {Mon, 11 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-01894.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002KCDH18,
  author       = {Rui Li and
                  Kishan KC and
                  Feng Cui and
                  Justin Domke and
                  Anne R. Haake},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Sparse Covariance Modeling in High Dimensions with Gaussian Processes},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {741--750},
  year         = {2018},
  url          = {http://papers.nips.cc/paper/7354-sparse-covariance-modeling-in-high-dimensions-with-gaussian-processes},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/0002KCDH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DomkeS18,
  author       = {Justin Domke and
                  Daniel Sheldon},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Importance Weighting and Variational Inference},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {4475--4484},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/25db67c5657914454081c6a18e93d6dd-Abstract.html},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/DomkeS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GeffnerD18,
  author       = {Tomas Geffner and
                  Justin Domke},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Using Large Ensembles of Control Variates for Variational Inference},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {9982--9992},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/dead35fa1512ad67301d09326177c42f-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/GeffnerD18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07785,
  author       = {Ga Wu and
                  Justin Domke and
                  Scott Sanner},
  title        = {Conditional Inference in Pre-trained Variational Autoencoders via
                  Cross-coding},
  journal      = {CoRR},
  volume       = {abs/1805.07785},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.07785},
  eprinttype    = {arXiv},
  eprint       = {1805.07785},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-07785.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09034,
  author       = {Justin Domke and
                  Daniel Sheldon},
  title        = {Importance Weighting and Variational Inference},
  journal      = {CoRR},
  volume       = {abs/1808.09034},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.09034},
  eprinttype    = {arXiv},
  eprint       = {1808.09034},
  timestamp    = {Mon, 03 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-09034.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12482,
  author       = {Tomas Geffner and
                  Justin Domke},
  title        = {Using Large Ensembles of Control Variates for Variational Inference},
  journal      = {CoRR},
  volume       = {abs/1810.12482},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.12482},
  eprinttype    = {arXiv},
  eprint       = {1810.12482},
  timestamp    = {Thu, 08 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-12482.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Domke17,
  author       = {Justin Domke},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {A Divergence Bound for Hybrids of {MCMC} and Variational Inference
                  and an Application to Langevin Dynamics and {SGVI}},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {1029--1038},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/domke17a.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/Domke17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Domke17,
  author       = {Justin Domke},
  title        = {A Divergence Bound for Hybrids of {MCMC} and Variational Inference
                  and an Application to Langevin Dynamics and {SGVI}},
  journal      = {CoRR},
  volume       = {abs/1706.06529},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.06529},
  eprinttype    = {arXiv},
  eprint       = {1706.06529},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Domke17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WellerD16,
  author       = {Adrian Weller and
                  Justin Domke},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {Clamping Improves {TRW} and Mean Field Approximations},
  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        = {38--46},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/weller16a.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/WellerD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AbbasnejadDS15,
  author       = {Ehsan Abbasnejad and
                  Justin Domke and
                  Scott Sanner},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Loss-Calibrated Monte Carlo Action Selection},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {3447--3453},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9685},
  doi          = {10.1609/AAAI.V29I1.9685},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/AbbasnejadDS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Domke15,
  author       = {Justin Domke},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Maximum Likelihood Learning With Arbitrary Treewidth via Fast-Mixing
                  Parameter Sets},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {874--882},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/15de21c670ae7c3f6f3f1f37029303c9-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Domke15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AfsharD15,
  author       = {Hadi Mohasel Afshar and
                  Justin Domke},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Reflection, Refraction, and Hamiltonian Monte Carlo},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {3007--3015},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/8303a79b1e19a194f1875981be5bdb6f-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/AfsharD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Domke15,
  author       = {Justin Domke},
  title        = {Maximum Likelihood Learning With Arbitrary Treewidth via Fast-Mixing
                  Parameter Sets},
  journal      = {CoRR},
  volume       = {abs/1509.08992},
  year         = {2015},
  url          = {http://arxiv.org/abs/1509.08992},
  eprinttype    = {arXiv},
  eprint       = {1509.08992},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Domke15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WellerD15,
  author       = {Adrian Weller and
                  Justin Domke},
  title        = {Clamping Improves {TRW} and Mean Field Approximations},
  journal      = {CoRR},
  volume       = {abs/1510.00087},
  year         = {2015},
  url          = {http://arxiv.org/abs/1510.00087},
  eprinttype    = {arXiv},
  eprint       = {1510.00087},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WellerD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DefazioDC14,
  author       = {Aaron Defazio and
                  Justin Domke and
                  Tib{\'{e}}rio S. Caetano},
  title        = {Finito: {A} faster, permutable incremental gradient method for big
                  data problems},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {1125--1133},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/defazio14.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/DefazioDC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuD14,
  author       = {Xianghang Liu and
                  Justin Domke},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {Projecting Markov Random Field Parameters for Fast Mixing},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {1377--1385},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/2823f4797102ce1a1aec05359cc16dd9-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiuD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DomkeL14,
  author       = {Justin Domke and
                  Xianghang Liu},
  title        = {Projecting Ising Model Parameters for Fast Mixing},
  journal      = {CoRR},
  volume       = {abs/1407.0749},
  year         = {2014},
  url          = {http://arxiv.org/abs/1407.0749},
  eprinttype    = {arXiv},
  eprint       = {1407.0749},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DomkeL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Domke14,
  author       = {Justin Domke},
  title        = {Structured Learning via Logistic Regression},
  journal      = {CoRR},
  volume       = {abs/1407.0754},
  year         = {2014},
  url          = {http://arxiv.org/abs/1407.0754},
  eprinttype    = {arXiv},
  eprint       = {1407.0754},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Domke14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DefazioCD14,
  author       = {Aaron J. Defazio and
                  Tib{\'{e}}rio S. Caetano and
                  Justin Domke},
  title        = {Finito: {A} Faster, Permutable Incremental Gradient Method for Big
                  Data Problems},
  journal      = {CoRR},
  volume       = {abs/1407.2710},
  year         = {2014},
  url          = {http://arxiv.org/abs/1407.2710},
  eprinttype    = {arXiv},
  eprint       = {1407.2710},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DefazioCD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuD14d,
  author       = {Xianghang Liu and
                  Justin Domke},
  title        = {Projecting Markov Random Field Parameters for Fast Mixing},
  journal      = {CoRR},
  volume       = {abs/1411.1119},
  year         = {2014},
  url          = {http://arxiv.org/abs/1411.1119},
  eprinttype    = {arXiv},
  eprint       = {1411.1119},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiuD14d.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Domke13,
  author       = {Justin Domke},
  title        = {Learning Graphical Model Parameters with Approximate Marginal Inference},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {35},
  number       = {10},
  pages        = {2454--2467},
  year         = {2013},
  url          = {https://doi.org/10.1109/TPAMI.2013.31},
  doi          = {10.1109/TPAMI.2013.31},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/Domke13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Domke13,
  author       = {Justin Domke},
  editor       = {Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Zoubin Ghahramani and
                  Kilian Q. Weinberger},
  title        = {Structured Learning via Logistic Regression},
  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        = {647--655},
  year         = {2013},
  url          = {https://proceedings.neurips.cc/paper/2013/hash/d9fc5b73a8d78fad3d6dffe419384e70-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Domke13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DomkeL13,
  author       = {Justin Domke and
                  Xianghang Liu},
  editor       = {Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Zoubin Ghahramani and
                  Kilian Q. Weinberger},
  title        = {Projecting Ising Model Parameters for Fast Mixing},
  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        = {665--673},
  year         = {2013},
  url          = {https://proceedings.neurips.cc/paper/2013/hash/5a4b25aaed25c2ee1b74de72dc03c14e-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/DomkeL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-3193,
  author       = {Justin Domke},
  title        = {Learning Graphical Model Parameters with Approximate Marginal Inference},
  journal      = {CoRR},
  volume       = {abs/1301.3193},
  year         = {2013},
  url          = {http://arxiv.org/abs/1301.3193},
  eprinttype    = {arXiv},
  eprint       = {1301.3193},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1301-3193.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Domke12,
  author       = {Justin Domke},
  editor       = {Neil D. Lawrence and
                  Mark A. Girolami},
  title        = {Generic Methods for Optimization-Based Modeling},
  booktitle    = {Proceedings of the Fifteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
                  Spain, April 21-23, 2012},
  series       = {{JMLR} Proceedings},
  volume       = {22},
  pages        = {318--326},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v22/domke12.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Domke12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-3247,
  author       = {Justin Domke},
  title        = {Learning Convex Inference of Marginals},
  journal      = {CoRR},
  volume       = {abs/1206.3247},
  year         = {2012},
  url          = {http://arxiv.org/abs/1206.3247},
  eprinttype    = {arXiv},
  eprint       = {1206.3247},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1206-3247.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Domke11,
  author       = {Justin Domke},
  editor       = {Wolfram Burgard and
                  Dan Roth},
  title        = {Dual Decomposition for Marginal Inference},
  booktitle    = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
                  {AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
  pages        = {1037--1042},
  publisher    = {{AAAI} Press},
  year         = {2011},
  url          = {https://doi.org/10.1609/aaai.v25i1.8023},
  doi          = {10.1609/AAAI.V25I1.8023},
  timestamp    = {Mon, 04 Sep 2023 16:05:54 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Domke11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Domke11,
  author       = {Justin Domke},
  title        = {Parameter learning with truncated message-passing},
  booktitle    = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
  pages        = {2937--2943},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/CVPR.2011.5995320},
  doi          = {10.1109/CVPR.2011.5995320},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/Domke11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Domke10,
  author       = {Justin Domke},
  editor       = {John D. Lafferty and
                  Christopher K. I. Williams and
                  John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Aron Culotta},
  title        = {Implicit Differentiation by Perturbation},
  booktitle    = {Advances in Neural Information Processing Systems 23: 24th Annual
                  Conference on Neural Information Processing Systems 2010. Proceedings
                  of a meeting held 6-9 December 2010, Vancouver, British Columbia,
                  Canada},
  pages        = {523--531},
  publisher    = {Curran Associates, Inc.},
  year         = {2010},
  url          = {https://proceedings.neurips.cc/paper/2010/hash/6ecbdd6ec859d284dc13885a37ce8d81-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Domke10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Domke09,
  author       = {Justin Domke},
  title        = {Tractable Learning and Inference in High-Treewidth Graphical Models},
  school       = {University of Maryland, College Park, MD, {USA}},
  year         = {2009},
  url          = {https://hdl.handle.net/1903/9720},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Domke09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/DomkeA09,
  author       = {Justin Domke and
                  Yiannis Aloimonos},
  title        = {Image Transformations and Blurring},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {31},
  number       = {5},
  pages        = {811--823},
  year         = {2009},
  url          = {https://doi.org/10.1109/TPAMI.2008.133},
  doi          = {10.1109/TPAMI.2008.133},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/DomkeA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DomkeKA08,
  author       = {Justin Domke and
                  Alap Karapurkar and
                  Yiannis Aloimonos},
  title        = {Who killed the directed model?},
  booktitle    = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/CVPR.2008.4587817},
  doi          = {10.1109/CVPR.2008.4587817},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/DomkeKA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BitsakosDFA08,
  author       = {Konstantinos Bitsakos and
                  Justin Domke and
                  Cornelia Ferm{\"{u}}ller and
                  Yiannis Aloimonos},
  title        = {Measuring 1\({}^{\mbox{st}}\) order stretchwith a single filter},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
                  Palace, Las Vegas, Nevada, {USA}},
  pages        = {909--912},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICASSP.2008.4517758},
  doi          = {10.1109/ICASSP.2008.4517758},
  timestamp    = {Fri, 19 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/BitsakosDFA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Domke08,
  author       = {Justin Domke},
  editor       = {David A. McAllester and
                  Petri Myllym{\"{a}}ki},
  title        = {Learning Convex Inference of Marginals},
  booktitle    = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial
                  Intelligence, Helsinki, Finland, July 9-12, 2008},
  pages        = {137--144},
  publisher    = {{AUAI} Press},
  year         = {2008},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1323\&\#38;proceeding\_id=24},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/Domke08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DomkeA07,
  author       = {Justin Domke and
                  Yiannis Aloimonos},
  title        = {Multiple View Image Reconstruction: {A} Harmonic Approach},
  booktitle    = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
                  {USA}},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/CVPR.2007.383285},
  doi          = {10.1109/CVPR.2007.383285},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/DomkeA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/DomkeA07,
  author       = {Justin Domke and
                  Yiannis Aloimonos},
  title        = {Signals on Pencils of Lines},
  booktitle    = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007,
                  Rio de Janeiro, Brazil, October 14-20, 2007},
  pages        = {1--7},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICCV.2007.4409110},
  doi          = {10.1109/ICCV.2007.4409110},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/DomkeA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/3dpvt/DomkeA06,
  author       = {Justin Domke and
                  Yiannis Aloimonos},
  title        = {A Probabilistic Notion of Correspondence and the Epipolar Constraint},
  booktitle    = {3rd International Symposium on 3D Data Processing, Visualization and
                  Transmission {(3DPVT} 2006), 14-16 June 2006, Chapel Hill, North Carolina,
                  {USA}},
  pages        = {41--48},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/3DPVT.2006.18},
  doi          = {10.1109/3DPVT.2006.18},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/3dpvt/DomkeA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/DomkeA06,
  author       = {Justin Domke and
                  Yiannis Aloimonos},
  editor       = {Mike J. Chantler and
                  Robert B. Fisher and
                  Emanuele Trucco},
  title        = {Deformation and Viewpoint Invariant Color Histograms},
  booktitle    = {Proceedings of the British Machine Vision Conference 2006, Edinburgh,
                  UK, September 4-7, 2006},
  pages        = {509--518},
  publisher    = {British Machine Vision Association},
  year         = {2006},
  url          = {https://doi.org/10.5244/C.20.53},
  doi          = {10.5244/C.20.53},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bmvc/DomkeA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DomkeA06,
  author       = {Justin Domke and
                  Yiannis Aloimonos},
  editor       = {Ren{\'{e}} Vidal and
                  Anders Heyden and
                  Yi Ma},
  title        = {A Probabilistic Framework for Correspondence and Egomotion},
  booktitle    = {Dynamical Vision, {ICCV} 2005 and {ECCV} 2006 Workshops, {WDV} 2005
                  and {WDV} 2006, Beijing, China, October 21, 2005, Graz, Austria, May
                  13, 2006. Revised Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4358},
  pages        = {232--242},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-70932-9\_18},
  doi          = {10.1007/978-3-540-70932-9\_18},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/DomkeA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/DomkeA06,
  author       = {Justin Domke and
                  Yiannis Aloimonos},
  title        = {Integration of Visual and Inertial Information for Egomotion: a Stochastic
                  Approach},
  booktitle    = {Proceedings of the 2006 {IEEE} International Conference on Robotics
                  and Automation, {ICRA} 2006, May 15-19, 2006, Orlando, Florida, {USA}},
  pages        = {2053--2059},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ROBOT.2006.1642007},
  doi          = {10.1109/ROBOT.2006.1642007},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/DomkeA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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