Papers
173,579 papers found
Active Learning via Perfect Selective Classification
Ran El-Yaniv, Yair Wiener
Active Learning with Hinted Support Vector Machine
Chun-Liang Li, Chun-Sung Ferng, Hsuan-Tien Lin
Adaptive Learning of Smoothing Functions: Application to Electricity Load Forecasting
Amadou Ba, Mathieu Sinn, Yannig Goude et al.
Adaptive MCMC with Bayesian Optimization
Nimalan Mahendran, Ziyu Wang, Firas Hamze et al.
Adaptive Metropolis with Online Relabeling
Remi Bardenet, Olivier Cappe, Gersende Fort et al.
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions
Alexandra Carpentier, Rémi Munos
A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification
Arun Rajkumar, Shivani Agarwal
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation
Cho-jui Hsieh, Arindam Banerjee, Inderjit S. Dhillon et al.
A Family of MCMC Methods on Implicitly Defined Manifolds
Marcus Brubaker, Mathieu Salzmann, Raquel Urtasun
Affine Independent Variational Inference
Edward Challis, David Barber
Affine trajectory deformation for redundant manipulators
Quang-Cuong Pham, Yoshihiko Nakamura
Age-Layered Expectation Maximization for Parameter Learning in Bayesian Networks
Avneesh Saluja, Priya Krishnan Sundararajan, Ole J Mengshoel
A General Framework for Structured Sparsity via Proximal Optimization
Luca Baldassarre, Jean Morales, Andreas Argyriou et al.
A Generative Model for Parts-based Object Segmentation
S. Eslami, Christopher Williams
A Geometric Approach to Sample Compression
Benjamin I.P. Rubinstein, J. Hyam Rubinstein
A Geometric take on Metric Learning
Søren Hauberg, Oren Freifeld, Michael J. Black
A Hybrid Neural Network-Latent Topic Model
Li Wan, Leo Zhu, Rob Fergus
AIC and BIC based approaches for SVM parameter value estimation with RBF kernels
Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao et al.
A Kernel Two-Sample Test
Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch et al.
A latent factor model for highly multi-relational data
Rodolphe Jenatton, Nicolas L. Roux, Antoine Bordes et al.
A lattice filter model of the visual pathway
Karol Gregor, Dmitri B. Chklovskii
Algebraic Geometric Comparison of Probability Distributions
Franz J. Király, Paul von Bünau, Frank C. Meinecke et al.