Europe
Optimal Decision Tree with Noisy Outcomes
Su Jia, viswanath nagarajan, Fatemeh Navidi, R Ravi
Neural Information Processing Systems http://nips.cc/
A Lyapunov-based Approach to Safe Reinforcement Learning
Yinlam Chow, Ofir Nachum, Edgar Duenez-Guzman, Mohammad Ghavamzadeh
Neural Information Processing Systems http://nips.cc/
Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation
Tianyu He, Xu Tan, Yingce Xia, Di He, Tao Qin, Zhibo Chen, Tie-Yan Liu
Neural Machine Translation (NMT) has achieved remarkable progress with the quick evolvement of model structures. In this paper, we propose the concept of layer-wise coordination for NMT, which explicitly coordinates the learning of hidden representations of the encoder and decoder together layer by layer,gradually from lowleveltohigh level.
Powerset Convolutional Neural Networks
Chris Wendler, Markus Püschel, Dan Alistarh
Neural Information Processing Systems http://nips.cc/
DecentralizedCooperativeStochasticBandits
In the most basic setting of this problem, an agent has to pull one among a finite set of arms (or actions), and she receives a reward that depends on the chosen action.