Papers
Factorial LDA: Sparse Multi-Dimensional Text Models
Michael Paul, Mark Dredze
Factoring nonnegative matrices with linear programs
Ben Recht, Christopher Re, Joel Tropp et al.
Factorized Asymptotic Bayesian Inference for Mixture Modeling
Ryohei Fujimaki, Satoshi Morinaga
Factorized Diffusion Map Approximation
Saeed Amizadeh, Hamed Valizadegan, Milos Hauskrecht
Failure anticipation in pursuit-evasion
Cyril Robin, Simon Lacroix
Fast Approximation of Matrix Coherence and Statistical Leverage
Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney et al.
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression
Mohammad Emtiyaz Khan, Shakir Mohamed, Kevin P. Murphy
Fast, Exact Model Selection and Permutation Testing for l2-Regularized Logistic Regression
Bryan Conroy, Paul Sajda
FastEx: Hash Clustering with Exponential Families
Amr Ahmed, Sujith Ravi, Alex J. Smola et al.
Fast interior-point inference in high-dimensional sparse, penalized state-space models
Eftychios Pnevmatikakis, Liam Paninski
Fast Learning Rate of Multiple Kernel Learning: Trade-Off between Sparsity and Smoothness
Taiji Suzuki, Masashi Sugiyama
Fast Resampling Weighted v-Statistics
Chunxiao Zhou, Jiseong Park, Yun Fu
Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models
Matthias Seeger, Guillaume Bouchard
Fast Variational Inference in the Conjugate Exponential Family
James Hensman, Magnus Rattray, Neil D. Lawrence
Fast Variational Mode-Seeking
Bo Thiesson, Jingu Kim
Fast Weighted Exponential Product Rules for Robust General Multi-Robot Data Fusion
Nisar Ahmed, Jonathan Schoenberg, Mark Campbell
Feature-aware Label Space Dimension Reduction for Multi-label Classification
Yao-nan Chen, Hsuan-tien Lin
Feature-Based Prediction of Trajectories for Socially Compliant Navigation
Markus Kuderer, Henrik Kretzschmar, Christoph Sprunk et al.
Feature Clustering for Accelerating Parallel Coordinate Descent
Chad Scherrer, Ambuj Tewari, Mahantesh Halappanavar et al.
Feature Selection via Dependence Maximization
Le Song, Alex Smola, Arthur Gretton et al.
FFT-based Terrain Segmentation for Underwater Mapping
Bertrand Douillard, Navid Nourani-Vatani, Matthew Johnson-Roberson et al.
Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling
Antonino Freno, Mikaela Keller, Marc Tommasi
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery
Ehsan Elhamifar, Guillermo Sapiro, René Vidal
Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs
Sunita Nayak, Kester Duncan, Sudeep Sarkar et al.
Finite-Sample Analysis of Least-Squares Policy Iteration
Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos