Asia
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders
Emile Mathieu, Charline Le Lan, Chris J. Maddison, Ryota Tomioka, Yee Whye Teh
Many real datasets are hierarchically structured.
ProvableModel-based NonlinearBanditand ReinforcementLearning: ShelveOptimism,Embrace VirtualCurvature
A key algorithmic insight is that optimism may lead to over-exploration even for two-layer neural net model class.
b39fcf2e88dad4c38386b3af6edf88c7-Paper-Conference.pdf
We propose to view the outcomes of the agents' dynamics as inducing a "meta-game" between the users.
b3875605f2e35714fc8a807cadf8a5e8-Paper-Conference.pdf
The publicly verifiable record of the randomization is available athttps://www.
Semi-supervisedly Co-embedding Attributed Networks
Zaiqiao Meng, Shangsong Liang, Jinyuan Fang, Teng Xiao
Figure 1: OurA), theattribX) and labels (Yl) asinput, and attributes (Zn and Za), aswellasYu).
