Papers
Fast Exact Matrix Completion with Finite Samples
Prateek Jain, Praneeth Netrapalli
FASText: Efficient Unconstrained Scene Text Detector
Michal Busta, Lukas Neumann, Jiri Matas
Fast Function to Function Regression
Junier Oliva, William Neiswanger, Barnabas Poczos et al.
Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods
Seth Flaxman, Andrew Wilson, Daniel Neill et al.
Fast Lifted MAP Inference via Partitioning
Somdeb Sarkhel, Parag Singla, Vibhav G Gogate
Fast Mixing for Discrete Point Processes
Patrick Rebeschini, Amin Karbasi
Fast Orthogonal Projection Based on Kronecker Product
Xu Zhang, Felix X. Yu, Ruiqi Guo et al.
Fast, Provable Algorithms for Isotonic Regression in all L_p-norms
Rasmus Kyng, Anup Rao, Sushant Sachdeva
Fast Randomized Kernel Ridge Regression with Statistical Guarantees
Ahmed Alaoui, Michael W. Mahoney
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization
Tae-Hyun Oh, Yasuyuki Matsushita, Yu-Wing Tai et al.
Fast Rates for Exp-concave Empirical Risk Minimization
Tomer Koren, Kfir Levy
Fast Rates in Statistical and Online Learning
Tim van Erven, Peter D. Grünwald, Nishant A. Mehta et al.
Fast R-CNN
Ross Girshick
Fast Second Order Stochastic Backpropagation for Variational Inference
Kai Fan, Ziteng Wang, Jeff Beck et al.
Fast Two-Sample Testing with Analytic Representations of Probability Measures
Kacper P Chwialkowski, Aaditya Ramdas, Dino Sejdinovic et al.
Feature-Budgeted Random Forest
Feng Nan, Joseph Wang, Venkatesh Saligrama
Feature-Independent Context Estimation for Automatic Image Annotation
Amara Tariq, Hassan Foroosh
Feature Selection for Linear SVM with Provable Guarantees
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Feedforward Semantic Segmentation With Zoom-Out Features
Mohammadreza Mostajabi, Payman Yadollahpour, Gregory Shakhnarovich
Fictitious Self-Play in Extensive-Form Games
Johannes Heinrich, Marc Lanctot, David Silver
Fighting Bandits with a New Kind of Smoothness
Jacob D. Abernethy, Chansoo Lee, Ambuj Tewari
Fill and Transfer: A Simple Physics-Based Approach for Containability Reasoning
Lap-Fai Yu, Noah Duncan, Sai-Kit Yeung
Filtered Feature Channels for Pedestrian Detection
Shanshan Zhang, Rodrigo Benenson, Bernt Schiele
Filtered Search for Submodular Maximization with Controllable Approximation Bounds
Wenlin Chen, Yixin Chen, Kilian Weinberger
Finding Action Tubes
Georgia Gkioxari, Jitendra Malik