Papers
FaSST: Fast, Scalable and Simple Distributed Transactions with Two-Sided (RDMA) Datagram RPCs
Anuj Kalia, Michael Kaminsky, David G. Andersen
Fast Active Set Methods for Online Spike Inference from Calcium Imaging
Johannes Friedrich, Liam Paninski
Fast Algorithms for Convolutional Neural Networks
Andrew Lavin, Scott Gray
Fast Algorithms for Linear and Kernel SVM+
Wen Li, Dengxin Dai, Mingkui Tan et al.
Fast Algorithms for Robust PCA via Gradient Descent
Xinyang Yi, Dohyung Park, Yudong Chen et al.
Fast Algorithms for Segmented Regression
Jayadev Acharya, Ilias Diakonikolas, Jerry Li et al.
Fast and accurate spike sorting of high-channel count probes with KiloSort
Marius Pachitariu, Nicholas A Steinmetz, Shabnam N Kadir et al.
Fast and Concurrent RDF Queries with RDMA-Based Distributed Graph Exploration
Jiaxin Shi, Youyang Yao, Rong Chen et al.
Fast and Flexible Monotonic Functions with Ensembles of Lattices
Mahdi Milani Fard, Kevin Canini, Andrew Cotter et al.
Fast and Provably Good Seedings for k-Means
Olivier Bachem, Mario Lucic, Hamed Hassani et al.
Fast and Scalable Structural SVM with Slack Rescaling
Heejin Choi, Ofer Meshi, Nathan Srebro
Fast Collocation-Based Bayesian HMM Word Alignment
Philip Schulz, Wilker Aziz
Fast, Compact, and High Quality LSTM-RNN Based Statistical Parametric Speech Synthesizers for Mobile Devices
Heiga Zen, Yannis Agiomyrgiannakis, Niels Egberts et al.
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 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