Papers
Fast Constrained Submodular Maximization: Personalized Data Summarization
Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi
Fast Convergence of Online Pairwise Learning Algorithms
Martin Boissier, Siwei Lyu, Yiming Ying et al.
Fast ConvNets Using Group-Wise Brain Damage
Vadim Lebedev, Victor Lempitsky
Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning
Zhenghua Li, Jiayuan Chao, Min Zhang et al.
Fast Detection of Curved Edges at Low SNR
Nati Ofir, Meirav Galun, Boaz Nadler et al.
Fast Dictionary Learning with a Smoothed Wasserstein Loss
Antoine Rolet, Marco Cuturi, Gabriel Peyré
Fast Distributed Submodular Cover: Public-Private Data Summarization
Baharan Mirzasoleiman, Morteza Zadimoghaddam, Amin Karbasi
Fast DPP Sampling for Nystrom with Application to Kernel Methods
Chengtao Li, Stefanie Jegelka, Suvrit Sra
Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier
Jacob Abernethy, Elad Hazan
Faster Eigenvector Computation via Shift-and-Invert Preconditioning
Dan Garber, Elad Hazan, Chi Jin et al.
Faster Projection-free Convex Optimization over the Spectrahedron
Dan Garber, Dan Garber
fastFM: A Library for Factorization Machines
Immanuel Bayer
Fast Gated Neural Domain Adaptation: Language Model as a Case Study
Jian Zhang, Xiaofeng Wu, Andy Way et al.
FastHybrid: A Hybrid Model for Efficient Answer Selection
Lidan Wang, Ming Tan, Jiawei Han
Fast Inference for Interactive Models of Text
Jeffrey Lund, Paul Felt, Kevin Seppi et al.
Fast k-means with accurate bounds
James Newling, Francois Fleuret
Fast k-Nearest Neighbour Search via Dynamic Continuous Indexing
Ke Li, Jitendra Malik
Fast Laplace Approximation for Sparse Bayesian Spike and Slab Models
Syed Abbas Z. Naqvi, Shandian Zhe, Yuan Qi et al.
FastLCD: Fast Label Coordinate Descent for the Efficient Optimization of 2D Label MRFs
Kangwei Liu, Junge Zhang, Peipei Yang et al.
Fast Learning from Distributed Datasets without Entity Matching
Giorgio Patrini, Richard Nock, Stephen Hardy et al.
Fast learning rates with heavy-tailed losses
Vu C Dinh, Lam S Ho, Binh Nguyen et al.
Fast methods for estimating the Numerical rank of large matrices
Shashanka Ubaru, Yousef Saad
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling
Chengtao Li, Suvrit Sra, Stefanie Jegelka
Fast Motion Prediction for Collaborative Robotics
Claudia Pérez-D’Arpino, Julie A. Shah
Fast Parameter Inference in Nonlinear Dynamical Systems using Iterative Gradient Matching
Mu Niu, Simon Rogers, Maurizio Filippone et al.