Papers
A Statistical Perspective on Algorithmic Leveraging
Ping Ma, Michael W. Mahoney, Bin Yu
A Structural Smoothing Framework For Robust Graph Comparison
Pinar Yanardag, S.V.N. Vishwanathan
A Supervised Low-Rank Method for Learning Invariant Subspaces
Farzad Siyahjani, Ranya Almohsen, Sinan Sabri et al.
Asymmetric Transfer Learning with Deep Gaussian Processes
Melih Kandemir
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization
Xiangru Lian, Yijun Huang, Yuncheng Li et al.
Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care
Sorathan Chaturapruek, John C. Duchi, Christopher Ré
A Theoretical Analysis of Metric Hypothesis Transfer Learning
Michaël Perrot, Amaury Habrard
A Theory of Decision Making Under Dynamic Context
Michael Shvartsman, Vaibhav Srivastava, Jonathan D. Cohen
Atomic Spatial Processes
Sean Jewell, Neil Spencer, Alexandre Bouchard-Côté
A Topic Modeling Approach to Ranking
Weicong Ding, Prakash Ishwar, Venkatesh Saligrama
A totally unimodular view of structured sparsity
Marwa El Halabi, Volkan Cevher
A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding
Yuval Harel, Ron Meir, Manfred Opper
A trust-region method for stochastic variational inference with applications to streaming data
Lucas Theis, Matt Hoffman
Attention-Based Models for Speech Recognition
Jan K Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk et al.
AttentionNet: Aggregating Weak Directions for Accurate Object Detection
Donggeun Yoo, Sunggyun Park, Joon-Young Lee et al.
Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments
Dane S Corneil, Wulfram Gerstner
Attributed Grammars for Joint Estimation of Human Attributes, Part and Pose
Seyoung Park, Song-Chun Zhu
Attribute Efficient Linear Regression with Distribution-Dependent Sampling
Doron Kukliansky, Ohad Shamir
Attribute-Graph: A Graph Based Approach to Image Ranking
Nikita Prabhu, R. Venkatesh Babu
Attributes and Categories for Generic Instance Search From One Example
Ran Tao, Arnold W.M. Smeulders, Shih-Fu Chang
Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization
Zhe Xu, Shaoli Huang, Ya Zhang et al.
A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes
Liqiang Niu, Xin-Yu Dai, Shujian Huang et al.
A Unified Framework for Outlier-Robust PCA-like Algorithms
Wenzhuo Yang, Huan Xu