Papers
Efficient Semi-supervised and Active Learning of Disjunctions
Nina Balcan, Christopher Berlind, Steven Ehrlich et al.
Efficient Sparse Group Feature Selection via Nonconvex Optimization
Shuo Xiang, Xiaoshen Tong, Jieping Ye
ELLA: An Efficient Lifelong Learning Algorithm
Paul Ruvolo, Eric Eaton
Ellipsoidal Multiple Instance Learning
Gabriel Krummenacher, Cheng Soon Ong, Joachim Buhmann
Enhanced statistical rankings via targeted data collection
Braxton Osting, Christoph Brune, Stanley Osher
Entropic Affinities: Properties and Efficient Numerical Computation
Max Vladymyrov, Miguel Carreira-Perpinan
Estimation of Causal Peer Influence Effects
Panos Toulis, Edward Kao
Exact Rule Learning via Boolean Compressed Sensing
Dmitry Malioutov, Kush Varshney
Expensive Function Optimization with Stochastic Binary Outcomes
Matthew Tesch, Jeff Schneider, Howie Choset
Exploiting Ontology Structures and Unlabeled Data for Learning
Nina Balcan, Avrim Blum, Yishay Mansour
Exploring the Mind: Integrating Questionnaires and fMRI
Esther Salazar, Ryan Bogdan, Adam Gorka et al.
Factorial Multi-Task Learning : A Bayesian Nonparametric Approach
Sunil Gupta, Dinh Phung, Svetha Venkatesh
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization
Abhishek Kumar, Vikas Sindhwani, Prabhanjan Kambadur
Fast dropout training
Sida Wang, Christopher Manning
Fast Dual Variational Inference for Non-Conjugate Latent Gaussian Models
Mohammad Emtiyaz Khan, Aleksandr Aravkin, Michael Friedlander et al.
Fastfood - Computing Hilbert Space Expansions in loglinear time
Quoc Le, Tamas Sarlos, Alexander Smola
Fast Image Tagging
Minmin Chen, Alice Zheng, Kilian Weinberger
Fast Max-Margin Matrix Factorization with Data Augmentation
Minjie Xu, Jun Zhu, Bo Zhang
Fast Probabilistic Optimization from Noisy Gradients
Philipp Hennig
Fast Semidifferential-based Submodular Function Optimization
Rishabh Iyer, Stefanie Jegelka, Jeff Bilmes
Feature Multi-Selection among Subjective Features
Sivan Sabato, Adam Kalai
Feature Selection in High-Dimensional Classification
Mladen Kolar, Han Liu
Fixed-Point Model For Structured Labeling
Quannan Li, Jingdong Wang, David Wipf et al.