Papers
21,849 papers found
Random Walk Approach to Regret Minimization
Hariharan Narayanan, Alexander Rakhlin
Rates of convergence for the cluster tree
Kamalika Chaudhuri, Sanjoy Dasgupta
Regularized estimation of image statistics by Score Matching
Diederik P. Kingma, Yann L. Cun
Relaxed Clipping: A Global Training Method for Robust Regression and Classification
Min Yang, Linli Xu, Martha White et al.
Repeated Games against Budgeted Adversaries
Jacob D. Abernethy, Manfred K. Warmuth
Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models
Felipe Gerhard, Wulfram Gerstner
Reverse Multi-Label Learning
James Petterson, Tibério S. Caetano
Reward Design via Online Gradient Ascent
Jonathan Sorg, Richard L. Lewis, Satinder P. Singh
(RF)^2 -- Random Forest Random Field
Nadia Payet, Sinisa Todorovic
Robust Clustering as Ensembles of Affinity Relations
Hairong Liu, Longin J. Latecki, Shuicheng Yan
Robust PCA via Outlier Pursuit
Huan Xu, Constantine Caramanis, Sujay Sanghavi
Sample Complexity of Testing the Manifold Hypothesis
Hariharan Narayanan, Sanjoy Mitter
Scrambled Objects for Least-Squares Regression
Odalric Maillard, Rémi Munos
Segmentation as Maximum-Weight Independent Set
William Brendel, Sinisa Todorovic
Self-Paced Learning for Latent Variable Models
M. P. Kumar, Benjamin Packer, Daphne Koller
Semi-Supervised Learning with Adversarially Missing Label Information
Umar Syed, Ben Taskar
Shadow Dirichlet for Restricted Probability Modeling
Bela Frigyik, Maya Gupta, Yihua Chen
Short-term memory in neuronal networks through dynamical compressed sensing
Surya Ganguli, Haim Sompolinsky
Sidestepping Intractable Inference with Structured Ensemble Cascades
David Weiss, Benjamin Sapp, Ben Taskar
Simultaneous Object Detection and Ranking with Weak Supervision
Matthew Blaschko, Andrea Vedaldi, Andrew Zisserman
Size Matters: Metric Visual Search Constraints from Monocular Metadata
Mario Fritz, Kate Saenko, Trevor Darrell
Slice sampling covariance hyperparameters of latent Gaussian models
Iain Murray, Ryan P. Adams
Smoothness, Low Noise and Fast Rates
Nathan Srebro, Karthik Sridharan, Ambuj Tewari
Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models
Anand Singh, Renaud Jolivet, Pierre Magistretti et al.
Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake
Stefan Harmeling, Hirsch Michael, Bernhard Schölkopf