Differentially Private Matrix Completion, Revisited
Wednesday, July 11, 2018 | 6:15 PM–9:00 PM | Hall B #6
Prateek Jain, Om Dipakbhai Thakkar, Abhradeep Thakurta
Model-Level Dual Learning
Wednesday, July 11, 2018 | 6:15 PM–9:00 PM | Hall B #8
Yingce Xia, Xu Tan, Fei Tian, Tao Qin, Tie-Yan Liu
Learning Deep ResNet Blocks Sequentially using Boosting Theory
Wednesday, July 11, 2018 | 6:15 PM–9:00 PM | Hall B #14
Furong Huang, Jordan Ash, John Langford, Robert Schapire
Semi-supervised learning via compact latent space clustering
Wednesday, July 11, 2018 | 6:15 PM–9:00 PM | Hall B #50
Konstantinos Kamnitsas, Daniel C. Castro, Loic Le Folgoc, Ian Walker, Ryutaro Tanno, Daniel Rueckert, Ben Glocker, Antonio Criminisi, Aditya Nori
Katyusha X: Simple Momentum Method for Stochastic Sum-of-Nonconvex Optimization
Wednesday, July 11, 2018 | 6:15 PM–9:00 PM | Hall B #71
Which Training Methods for GANs do actually Converge?
Wednesday, July 11, 2018 | 6:15 PM–9:00 PM | Hall B #77
Lars Mescheder, Andreas Geiger, Sebastian Nowozin
Fair and Diverse DPP-based Data Summarization
Wednesday, July 11, 2018 | 6:15 PM–9:00 PM | Hall B #111
Elisa Celis, Vijay Keswani, Damian Straszak, Amit Jayant Deshpande, Tarun Kathuria, Nisheeth Vishnoi
Exploring Hidden Dimensions in Accelerating Convolutional Neural Networks
Thursday, July 12, 2018 | 6:15 PM–9:00 PM | Hall B #34
Zhihao Jia, Sina Lin, Charles Qi, Alex Aiken
SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation
Thursday, July 12, 2018 | 6:15 PM–9:00 PM | Hall B#41
Bo Dai, Albert Shaw, Lihong Li, Lin Xiao, Niao He, Zhen Liu, Jianshu Chen, Le Song
Thompson Sampling for Combinatorial Semi-Bandits
Thursday, July 12, 2018 | 6:15 PM–9:00 PM | Hall B#57
Siwei Wang, Wei Chen
Towards Binary-Valued Gates for Robust LSTM Training
Thursday, July 12, 2018 | 6:15 PM–9:00 PM | Hall B #63
Zhuohan Li, Di He, Fei Tian, Wei Chen, Tao Qin, Liwei Wang, Tie-Yan Liu
Practical Contextual Bandits with Regression Oracles
Thursday, July 12, 2018 | 6:15 PM–9:00 PM | Hall B #80
Dylan Foster, Alekh Agarwal, Miroslav Dudik, Haipeng Luo, Robert Schapire
Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits
Thursday, July 12, 2018 | 6:15 PM–9:00 PM | Hall B #124
Zeyuan Allen-Zhu, Sebastien Bubeck, Yuanzhi Li
Compressing Neural Networks using the Variational Information Bottleneck
Thursday, July 12, 2018 | 6:15 PM–9:00 PM | Hall B #128
Bin Dai, Chen Zhu, Baining Guo, David Wipf
Focused Hierarchical RNNs for Conditional Sequence Processing
Thursday, July 12, 2018 | 6:15 PM–9:00 PM | Hall B #170
Nan Ke, Konrad Zolna, Alessandro Sordoni, Zhouhan Lin Bengio, Joelle Pineau, Laurent Charlin, Christopher Pal
Riemannian Stochastic Recursive Gradient Algorithm with Retraction and Vector Transport and Its Convergence Analysis
Thursday, July 12, 2018 | 6:15 PM–9:00 PM | Hall B #179
Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra
Stein Points
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #1
Wilson Ye Chen, Lester Mackey, Jackson Gorham, Francois-Xavier Briol, Chris J Oates
Orthogonal Machine Learning: Power and Limitations
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #11
Ilias Zadik, Lester Mackey, Vasilis Syrgkanis
Hierarchical Imitation and Reinforcement Learning
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #15
Hoang M Le, Nan Jiang, Alekh Agarwal, Miroslav Dudik, Yisong Yue, Hal Daume
Rapid Adaptation with Conditionally Shifted Neurons
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #33
Tsendsuren Munkhdalai, Xingdi Yuan, Soroush Mehri, Adam Trischler
A Reductions Approach to Fair Classification
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #89
Alekh Agarwal, Alina Beygelzimer, Miroslav Dudik, John Langford, Hanna Wallach
A Unified Framework for Structured Low-rank Matrix Learning
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #92
Pratik Kumar Jawanpuria, Bamdev Mishra
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #119
Amjad Almahairi, Sai Rajeswar, Alessandro Sordoni, Philip Bachman, Aaron Courville
Semiparametric Contextual Bandits
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #136
Akshay Krishnamurthy, Zhiwei Wu, Vasilis Syrgkanis
Video Prediction with Appearance and Motion Conditions
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #158
Yunseok Jang, Gunhee Kim, Yale Song
Accurate Inference for Adaptive Linear Models
Friday, July 13, 2018 | 6:15 PM–9:00 PM | Hall B #166
Yash Deshpande, Lester Mackey, Vasilis Syrgkanis, Matt Taddy