Country
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk
Shuang Li, Gongguo Tang, Michael B. Wakin
Neural Information Processing Systems http://nips.cc/
Mixture Matrix Completion
Neural Information Processing Systems http://nips.cc/
Learning to Reconstruct Shapes from Unseen Classes
Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Josh Tenenbaum, Bill Freeman, Jiajun Wu
This applies to common objects such as chairs, but also to novel objects that wehaveneverseenbefore.
Are sample means in multi-armed bandits positively or negatively biased?
Jaehyeok Shin, Aaditya Ramdas, Alessandro Rinaldo
Neural Information Processing Systems http://nips.cc/
Battle of the Backbones
Diffusion backbone, across a diverse set of computer vision tasks ranging from classification to object detection to OOD generalization and more.
Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices
Santosh Vempala, Andre Wibisono
See Theorem 2 in Section 3.1 formoredetail.
Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward
Neural Information Processing Systems http://nips.cc/