Papers
8,340 papers found
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.
Forecastable Component Analysis
Georg Goerg
Gated Autoencoders with Tied Input Weights
Droniou Alain, Sigaud Olivier
Gaussian Process Kernels for Pattern Discovery and Extrapolation
Andrew Wilson, Ryan Adams
Gaussian Process Vine Copulas for Multivariate Dependence
David Lopez-Paz, Jose Miguel Hernández-Lobato, Ghahramani Zoubin
General Functional Matrix Factorization Using Gradient Boosting
Tianqi Chen, Hang Li, Qiang Yang et al.
Generic Exploration and K-armed Voting Bandits
Tanguy Urvoy, Fabrice Clerot, Raphael Féraud et al.
Gibbs Max-Margin Topic Models with Fast Sampling Algorithms
Jun Zhu, Ning Chen, Hugh Perkins et al.
Gossip-based distributed stochastic bandit algorithms
Balazs Szorenyi, Robert Busa-Fekete, Istvan Hegedus et al.
Guaranteed Sparse Recovery under Linear Transformation
Ji Liu, Lei Yuan, Jieping Ye
Guided Policy Search
Sergey Levine, Vladlen Koltun
Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data
Jan-Willem Meent, Jonathan Bronson, Frank Wood et al.
Hierarchical Regularization Cascade for Joint Learning
Alon Zweig, Daphna Weinshall
Hierarchical Tensor Decomposition of Latent Tree Graphical Models
Le Song, Mariya Ishteva, Ankur Parikh et al.
Human Boosting
Harsh Pareek, Pradeep Ravikumar
Inference algorithms for pattern-based CRFs on sequence data
Rustem Takhanov, Vladimir Kolmogorov
Infinite Markov-Switching Maximum Entropy Discrimination Machines
Sotirios Chatzis