Papers
A Bayesian Nonparametric View on Count-Min Sketch
Diana Cai, Michael Mitzenmacher, Ryan P. Adams
Binary Rating Estimation with Graph Side Information
Kwangjun Ahn, Kangwook Lee, Hyunseung Cha et al.
Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator
Sarah Dean, Horia Mania, Nikolai Matni et al.
Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation
Wenqi Ren, Jiawei Zhang, Lin Ma et al.
Human-in-the-Loop Interpretability Prior
Isaac Lage, Andrew Ross, Samuel J Gershman et al.
Efficient online algorithms for fast-rate regret bounds under sparsity
Pierre Gaillard, Olivier Wintenberger
Computing Higher Order Derivatives of Matrix and Tensor Expressions
Soeren Laue, Matthias Mitterreiter, Joachim Giesen
Enhancing the Accuracy and Fairness of Human Decision Making
Isabel Valera, Adish Singla, Manuel Gomez Rodriguez
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer
David Madras, Toni Pitassi, Richard Zemel
A Dual Framework for Low-rank Tensor Completion
Madhav Nimishakavi, Pratik Kumar Jawanpuria, Bamdev Mishra
MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization
Ian En-Hsu Yen, Wei-Cheng Lee, Kai Zhong et al.
IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis
Huaibo Huang, zhihang li, Ran He et al.
Distributed Weight Consolidation: A Brain Segmentation Case Study
Patrick McClure, Charles Y Zheng, Jakub Kaczmarzyk et al.
Generalisation in humans and deep neural networks
Robert Geirhos, Carlos R. M. Temme, Jonas Rauber et al.
Unsupervised Learning of Artistic Styles with Archetypal Style Analysis
Daan Wynen, Cordelia Schmid, Julien Mairal
Contextual Stochastic Block Models
Yash Deshpande, Subhabrata Sen, Andrea Montanari et al.
The streaming rollout of deep networks - towards fully model-parallel execution
Volker Fischer, Jan Koehler, Thomas Pfeil
Interactive Structure Learning with Structural Query-by-Committee
Christopher Tosh, Sanjoy Dasgupta
Learning Plannable Representations with Causal InfoGAN
Thanard Kurutach, Aviv Tamar, Ge Yang et al.
Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog
Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang
Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity
Conghui Tan, Tong Zhang, Shiqian Ma et al.
Differentially Private Bayesian Inference for Exponential Families
Garrett Bernstein, Daniel R. Sheldon
On gradient regularizers for MMD GANs
Michael Arbel, Danica J. Sutherland, Mikołaj Bińkowski et al.
Adversarial Text Generation via Feature-Mover's Distance
Liqun Chen, Shuyang Dai, Chenyang Tao et al.
Escaping Saddle Points in Constrained Optimization
Aryan Mokhtari, Asuman Ozdaglar, Ali Jadbabaie