Papers
Generative Local Metric Learning for Kernel Regression
Yung-Kyun Noh, Masashi Sugiyama, Kee-Eung Kim et al.
Multimodal Learning and Reasoning for Visual Question Answering
Ilija Ilievski, Jiashi Feng
Alternating Estimation for Structured High-Dimensional Multi-Response Models
Sheng Chen, Arindam Banerjee
Avoiding Discrimination through Causal Reasoning
Niki Kilbertus, Mateo Rojas Carulla, Giambattista Parascandolo et al.
Convergence rates of a partition based Bayesian multivariate density estimation method
Linxi Liu, Dangna Li, Wing Hung Wong
Protein Interface Prediction using Graph Convolutional Networks
Alex Fout, Jonathon Byrd, Basir Shariat et al.
Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent
Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui et al.
Wasserstein Learning of Deep Generative Point Process Models
Shuai Xiao, Mehrdad Farajtabar, Xiaojing Ye et al.
On the Consistency of Quick Shift
Heinrich Jiang
Shape and Material from Sound
Zhoutong Zhang, Qiujia Li, Zhengjia Huang et al.
Unbounded cache model for online language modeling with open vocabulary
Edouard Grave, Moustapha M Cisse, Armand Joulin
Differentially Private Empirical Risk Minimization Revisited: Faster and More General
Di Wang, Minwei Ye, Jinhui Xu
Streaming Sparse Gaussian Process Approximations
Thang D Bui, Cuong Nguyen, Richard E Turner
Preventing Gradient Explosions in Gated Recurrent Units
Sekitoshi Kanai, Yasuhiro Fujiwara, Sotetsu Iwamura
Learning to Compose Domain-Specific Transformations for Data Augmentation
Alexander J Ratner, Henry Ehrenberg, Zeshan Hussain et al.
Learning Mixture of Gaussians with Streaming Data
Aditi Raghunathan, Prateek Jain, Ravishankar Krishnawamy
Optimal Shrinkage of Singular Values Under Random Data Contamination
Danny Barash, Matan Gavish
Deep Sets
Manzil Zaheer, Satwik Kottur, Siamak Ravanbakhsh et al.
Unsupervised Sequence Classification using Sequential Output Statistics
Yu Liu, Jianshu Chen, Li Deng
Learning Low-Dimensional Metrics
Blake Mason, Lalit Jain, Robert Nowak
Hash Embeddings for Efficient Word Representations
Dan Tito Svenstrup, Jonas Hansen, Ole Winther
Interactive Submodular Bandit
Lin Chen, Andreas Krause, Amin Karbasi
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control
Fanny Yang, Aaditya Ramdas, Kevin G. Jamieson et al.
An inner-loop free solution to inverse problems using deep neural networks
Kai Fan, Qi Wei, Lawrence Carin et al.
Reconstructing perceived faces from brain activations with deep adversarial neural decoding
Yağmur Güçlütürk, Umut Güçlü, Katja Seeliger et al.