Ziyu Wang : Publications

Click here to download all publications in a single bibtex file

@article{10149,
  title = "Bayesian Optimisation for Machine Translation",
  author = "Yishu Miao and Ziyu Wang and Phil Blunsom",
  year = "2014",
  journal = "Bayesian Optimisation Workshop, the 28th Annual Conference on Neural Information Processing Systems (NIPS)",
  url = "https://arxiv.org/abs/1412.7180",
}

@inproceedings{Wang:2014,
  title = "Bayesian Multi-Scale Optimistic Optimization",
  author = "Ziyu Wang and Babak Shakibi and Lin Jin and Nando de Freitas",
  year = "2014",
  booktitle = "Artificial Intelligence and Statistics (AISTATS)",
  pages = "1005-1014",
  url = "http://jmlr.org/proceedings/papers/v33/wang14d.pdf",
}

@article{Hamze:2013,
  title = "Self-Avoiding Random Dynamics on Integer Complex Systems",
  author = "Hamze, Firas and Wang, Ziyu and de Freitas, Nando",
  year = "2013",
  address = "New York, NY, USA",
  journal = "ACM Transactions on Modelling and Computer Simulation",
  number = "1",
  pages = "9:1--9:25",
  publisher = "ACM",
  url = "https://github.com/ziyuw/AdaptSAW",
  volume = "23",
  doi = "10.1145/2414416.2414790",
}

@inproceedings{Wang:2013b,
  title = "Bayesian Optimization in High Dimensions via Random Embeddings",
  author = "Ziyu Wang and Masrour Zoghi and Frank Hutter and David Matheson and Nando de Freitas",
  year = "2013",
  booktitle = "International Joint Conferences on Artificial Intelligence (IJCAI) - Distinguished Paper Award",
  url = "http://www.cs.ubc.ca/~hutter/papers/13-IJCAI-BO-highdim.pdf",
}

@inproceedings{Wang:2013,
  title = "Adaptive {Hamiltonian} and {Riemann} Manifold {Monte Carlo} Samplers",
  author = "Ziyu Wang and Shakir Mohamed and Nando de Freitas",
  year = "2013",
  booktitle = "International Conference on Machine Learning (ICML)",
  note = "JMLR W\&CP 28 (3): 1462–1470, 2013",
  pages = "1462–1470",
  url = "http://jmlr.org/proceedings/papers/v28/wang13e.pdf",
}

@article{Mahendran:2012,
  title = "Adaptive {MCMC} with {Bayesian} Optimization",
  author = "Nimalan Mahendran and Ziyu Wang and Firas Hamze and Nando de Freitas",
  year = "2012",
  journal = "Journal of Machine Learning Research - Proceedings Track for Artificial Intelligence and Statistics (AISTATS)",
  pages = "751--760",
  url = "http://jmlr.csail.mit.edu/proceedings/papers/v22/mahendran12.html",
  volume = "22",
}