Papers
Unsupervised Deep Haar Scattering on Graphs
Xu Chen, Xiuyuan Cheng, Stephane Mallat
Decoupled Variational Gaussian Inference
Mohammad Emtiyaz Khan
Hardness of parameter estimation in graphical models
Guy Bresler, David Gamarnik, Devavrat Shah
Large-Margin Convex Polytope Machine
Alex Kantchelian, Michael C Tschantz, Ling Huang et al.
large scale canonical correlation analysis with iterative least squares
Yichao Lu, Dean P. Foster
Learning Multiple Tasks in Parallel with a Shared Annotator
Haim Cohen, Koby Crammer
Low-Rank Time-Frequency Synthesis
Cédric Févotte, Matthieu Kowalski
Log-Hilbert-Schmidt metric between positive definite operators on Hilbert spaces
Minh Ha Quang, Marco San Biagio, Vittorio Murino
Deep Learning Face Representation by Joint Identification-Verification
Yi Sun, Yuheng Chen, Xiaogang Wang et al.
Latent Support Measure Machines for Bag-of-Words Data Classification
Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada
Tight Bounds for Influence in Diffusion Networks and Application to Bond Percolation and Epidemiology
Remi Lemonnier, Kevin Scaman, Nicolas Vayatis
An Autoencoder Approach to Learning Bilingual Word Representations
Sarath Chandar A P, Stanislas Lauly, Hugo Larochelle et al.
Augur: Data-Parallel Probabilistic Modeling
Jean-Baptiste Tristan, Daniel Huang, Joseph Tassarotti et al.
Rates of Convergence for Nearest Neighbor Classification
Kamalika Chaudhuri, Sanjoy Dasgupta
Convex Deep Learning via Normalized Kernels
Özlem Aslan, Xinhua Zhang, Dale Schuurmans
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain
Charles Y Zheng, Franco Pestilli, Ariel Rokem
Transportability from Multiple Environments with Limited Experiments: Completeness Results
Elias Bareinboim, Judea Pearl
Real-Time Decoding of an Integrate and Fire Encoder
Shreya Saxena, Munther Dahleh
On Communication Cost of Distributed Statistical Estimation and Dimensionality
Ankit Garg, Tengyu Ma, Huy Nguyen
Recovery of Coherent Data via Low-Rank Dictionary Pursuit
Guangcan Liu, Ping Li
Multivariate Regression with Calibration
Han Liu, Lie Wang, Tuo Zhao
Causal Strategic Inference in Networked Microfinance Economies
Mohammad T Irfan, Luis E. Ortiz
Feedforward Learning of Mixture Models
Matthew Lawlor, Steven W Zucker