1. Safe controller optimization for quadrotors with Gaussian processes
2. David Brookes , Hahnbeom Park , and Jennifer Listgarten . 2019 . Conditioning by adaptive sampling for robust design . In Proceedings of the 36th International Conference on Machine Learning(Proceedings of Machine Learning Research, Vol. 97) , Kamalika Chaudhuri and Ruslan Salakhutdinov (Eds.). PMLR, 773–782. https://proceedings.mlr.press/v97/brookes19a.html David Brookes, Hahnbeom Park, and Jennifer Listgarten. 2019. Conditioning by adaptive sampling for robust design. In Proceedings of the 36th International Conference on Machine Learning(Proceedings of Machine Learning Research, Vol. 97), Kamalika Chaudhuri and Ruslan Salakhutdinov (Eds.). PMLR, 773–782. https://proceedings.mlr.press/v97/brookes19a.html
3. Yuan Cao and Quanquan Gu. 2019. Generalization Bounds of Stochastic Gradient Descent for Wide and Deep Neural Networks . Curran Associates Inc., Red Hook, NY, USA. Yuan Cao and Quanquan Gu. 2019. Generalization Bounds of Stochastic Gradient Descent for Wide and Deep Neural Networks. Curran Associates Inc., Red Hook, NY, USA.
4. Prafulla Dhariwal and Alexander Quinn Nichol. 2021. Diffusion Models Beat GANs on Image Synthesis. In Advances in Neural Information Processing Systems A. Beygelzimer Y. Dauphin P. Liang and J. Wortman Vaughan (Eds.). https://openreview.net/forum?id=AAWuCvzaVt Prafulla Dhariwal and Alexander Quinn Nichol. 2021. Diffusion Models Beat GANs on Image Synthesis. In Advances in Neural Information Processing Systems A. Beygelzimer Y. Dauphin P. Liang and J. Wortman Vaughan (Eds.). https://openreview.net/forum?id=AAWuCvzaVt