Papers
Adversarial Ranking for Language Generation
Kevin Lin, Dianqi Li, Xiaodong He et al.
Regularized Modal Regression with Applications in Cognitive Impairment Prediction
Xiaoqian Wang, Hong Chen, Weidong Cai et al.
Conservative Contextual Linear Bandits
Abbas Kazerouni, Mohammad Ghavamzadeh, Yasin Abbasi Yadkori et al.
Structured Embedding Models for Grouped Data
Maja Rudolph, Francisco Ruiz, Susan Athey et al.
Multi-Armed Bandits with Metric Movement Costs
Tomer Koren, Roi Livni, Yishay Mansour
Learning Populations of Parameters
Kevin Tian, Weihao Kong, Gregory Valiant
Triangle Generative Adversarial Networks
Zhe Gan, Liqun Chen, Weiyao Wang et al.
One-Shot Imitation Learning
Yan Duan, Marcin Andrychowicz, Bradly Stadie et al.
On Fairness and Calibration
Geoff Pleiss, Manish Raghavan, Felix Wu et al.
Active Learning from Peers
Keerthiram Murugesan, Jaime Carbonell
Kernel Feature Selection via Conditional Covariance Minimization
Jianbo Chen, Mitchell Stern, Martin J. Wainwright et al.
Perturbative Black Box Variational Inference
Robert Bamler, Cheng Zhang, Manfred Opper et al.
Bregman Divergence for Stochastic Variance Reduction: Saddle-Point and Adversarial Prediction
Zhan Shi, Xinhua Zhang, Yaoliang Yu
Multiscale Quantization for Fast Similarity Search
Xiang Wu, Ruiqi Guo, Ananda Theertha Suresh et al.
From which world is your graph
Cheng Li, Felix MF Wong, Zhenming Liu et al.
Optimal Sample Complexity of M-wise Data for Top-K Ranking
Minje Jang, Sunghyun Kim, Changho Suh et al.
Multi-Objective Non-parametric Sequential Prediction
Guy Uziel, Ran El-Yaniv
Gaussian process based nonlinear latent structure discovery in multivariate spike train data
Anqi Wu, Nicholas A. Roy, Stephen Keeley et al.
Tomography of the London Underground: a Scalable Model for Origin-Destination Data
Nicolò Colombo, Ricardo Silva, Soong Moon Kang
End-to-end Differentiable Proving
Tim Rocktäschel, Sebastian Riedel
Boltzmann Exploration Done Right
Nicolò Cesa-Bianchi, Claudio Gentile, Gabor Lugosi et al.
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs
Seunghyun Park, Seonwoo Min, Hyun-Soo Choi et al.
Consistent Multitask Learning with Nonlinear Output Relations
Carlo Ciliberto, Alessandro Rudi, Lorenzo Rosasco et al.