Education
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup
Sebastian Goldt, Madhu Advani, Andrew M. Saxe, Florent Krzakala, Lenka Zdeborová
Neural Information Processing Systems http://nips.cc/
Online Learning via the Differential Privacy Lens
Jacob D. Abernethy, Young Hun Jung, Chansoo Lee, Audra McMillan, Ambuj Tewari
Neural Information Processing Systems http://nips.cc/
Co-teaching: Robust training of deep neural networks with extremely noisy labels
Bo Han, Quanming Yao, Xingrui Yu, Gang Niu, Miao Xu, Weihua Hu, Ivor Tsang, Masashi Sugiyama
Neural Information Processing Systems http://nips.cc/
Online Reciprocal Recommendation with Theoretical Performance Guarantees
Claudio Gentile, Nikos Parotsidis, Fabio Vitale
Neural Information Processing Systems http://nips.cc/
HIQL: Offline Goal-Conditioned RL with Latent States as Actions Seohong Park
We observe that part of this difficulty stems from the "signal-to-noise"
Efficient Online Portfolio with Logarithmic Regret
Haipeng Luo, Chen-Yu Wei, Kai Zheng
Neural Information Processing Systems http://nips.cc/