Papers
Follow the Compressed Leader: Faster Online Learning of Eigenvectors and Faster MMWU
Zeyuan Allen-Zhu, Yuanzhi Li
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation
Zeyuan Allen-Zhu, Yuanzhi Li
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition
Zeyuan Allen-Zhu, Yuanzhi Li
Learning Continuous Semantic Representations of Symbolic Expressions
Miltiadis Allamanis, Pankajan Chanthirasegaran, Pushmeet Kohli et al.
A Semismooth Newton Method for Fast, Generic Convex Programming
Alnur Ali, Eric Wong, J. Zico Kolter
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis
Ahmed M. Alaa, Scott Hu, Mihaela Schaar
Connected Subgraph Detection with Mirror Descent on SDPs
Cem Aksoylar, Lorenzo Orecchia, Venkatesh Saligrama
Local Bayesian Optimization of Motor Skills
Riad Akrour, Dmitry Sorokin, Jan Peters et al.
The Price of Differential Privacy for Online Learning
Naman Agarwal, Karan Singh
Constrained Policy Optimization
Joshua Achiam, David Held, Aviv Tamar et al.
A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions
Jayadev Acharya, Hirakendu Das, Alon Orlitsky et al.
Uncovering Causality from Multivariate Hawkes Integrated Cumulants
Massil Achab, Emmanuel Bacry, Stéphane Gaı̈ffas et al.
Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings
James Thewlis, Hakan Bilen, Andrea Vedaldi
StackGAN: Text to Photo-Realistic Image Synthesis With Stacked Generative Adversarial Networks
Han Zhang, Tao Xu, Hongsheng Li et al.
Representation Learning by Learning to Count
Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro
One Network to Solve Them All -- Solving Linear Inverse Problems Using Deep Projection Models
J. H. Rick Chang, Chun-Liang Li, Barnabas Poczos et al.
Deep Adaptive Image Clustering
Jianlong Chang, Lingfeng Wang, Gaofeng Meng et al.
Scale Recovery for Monocular Visual Odometry Using Depth Estimated With Deep Convolutional Neural Fields
Xiaochuan Yin, Xiangwei Wang, Xiaoguo Du et al.
Semi-Global Weighted Least Squares in Image Filtering
Wei Liu, Xiaogang Chen, Chuanhua Shen et al.
GPLAC: Generalizing Vision-Based Robotic Skills Using Weakly Labeled Images
Avi Singh, Larry Yang, Sergey Levine
The "Something Something" Video Database for Learning and Evaluating Visual Common Sense
Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski et al.
Learning Action Recognition Model From Depth and Skeleton Videos
Hossein Rahmani, Mohammed Bennamoun
Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
Rui Hou, Chen Chen, Mubarak Shah
TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal
Hongyuan Zhu, Romain Vial, Shijian Lu