Papers
23,480 papers found
Deflation Methods for Sparse PCA
Lester W. Mackey
Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes
Erik B. Sudderth, Michael I. Jordan
Generative and Discriminative Learning with Unknown Labeling Bias
Steven J. Phillips, Miroslav Dudík
Regularized Policy Iteration
Amir M. Farahmand, Mohammad Ghavamzadeh, Shie Mannor et al.
Multi-resolution Exploration in Continuous Spaces
Ali Nouri, Michael L. Littman
Non-stationary dynamic Bayesian networks
Joshua W. Robinson, Alexander J. Hartemink
On the Generalization Ability of Online Strongly Convex Programming Algorithms
Sham M. Kakade, Ambuj Tewari
Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning
Anne Hsu, Thomas L. Griffiths
Gaussian process regression with Student-t likelihood
Jarno Vanhatalo, Pasi Jylänki, Aki Vehtari
Streaming Pointwise Mutual Information
Benjamin V. Durme, Ashwin Lall
Sparse Estimation Using General Likelihoods and Non-Factorial Priors
David P. Wipf, Srikantan S. Nagarajan
Submanifold density estimation
Arkadas Ozakin, Alexander G. Gray
Individuation, Identification and Object Discovery
Charles Kemp, Alan Jern, Fei Xu
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies
Arno Onken, Steffen Grünewälder, Klaus Obermayer
Streaming k-means approximation
Nir Ailon, Ragesh Jaiswal, Claire Monteleoni
Noisy Generalized Binary Search
Robert Nowak
Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora
Shuang-hong Yang, Hongyuan Zha, Bao-gang Hu
On Learning Rotations
Raman Arora
Label Selection on Graphs
Andrew Guillory, Jeff A. Bilmes
A General Projection Property for Distribution Families
Yao-liang Yu, Yuxi Li, Dale Schuurmans et al.
Region-based Segmentation and Object Detection
Stephen Gould, Tianshi Gao, Daphne Koller
Evaluating multi-class learning strategies in a generative hierarchical framework for object detection
Sanja Fidler, Marko Boben, Ales Leonardis
A Generalized Natural Actor-Critic Algorithm
Tetsuro Morimura, Eiji Uchibe, Junichiro Yoshimoto et al.
Efficient Moments-based Permutation Tests
Chunxiao Zhou, Huixia J. Wang, Yongmei M. Wang
Nash Equilibria of Static Prediction Games
Michael Brückner, Tobias Scheffer