Papers
172,654 papers found
Towards a general independent subspace analysis
Fabian J. Theis
Training Conditional Random Fields for Maximum Labelwise Accuracy
Samuel S. Gross, Olga Russakovsky, Chuong B. Do et al.
Uncertainty, phase and oscillatory hippocampal recall
Máté Lengyel, Peter Dayan
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models
David Barber, Silvia Chiappa
Unified Inverse Depth Parametrization for Monocular SLAM
J. Montiel, J. Civera, A. Davison
Universal Kernels
Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing
Yuanhao Chen, Long Zhu, Alan L. Yuille
Unsupervised Regression with Applications to Nonlinear System Identification
Ali Rahimi, Ben Recht
Using Combinatorial Optimization within Max-Product Belief Propagation
Daniel Tarlow, Gal Elidan, Daphne Koller et al.
Using Machine Learning to Guide Architecture Simulation
Greg Hamerly, Erez Perelman, Jeremy Lau et al.
Walk-Sums and Belief Propagation in Gaussian Graphical Models
Dmitry M. Malioutov, Jason K. Johnson, Alan S. Willsky
Worst-Case Analysis of Selective Sampling for Linear Classification
Nicoló Cesa-Bianchi, Claudio Gentile, Luca Zaniboni
A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior
Hal Daumé III, Daniel Marcu
A Classification Framework for Anomaly Detection
Ingo Steinwart, Don Hush, Clint Scovel
Active Coevolutionary Learning of Deterministic Finite Automata
Josh Bongard, Hod Lipson
Active Learning For Outdoor Obstacle Detection
Cristian Dima, Martial Hebert
Active Learning to Recognize Multiple Types of Plankton
Tong Luo, Kurt Kramer, Dmitry B. Goldgof et al.
Adaptive Online Prediction by Following the Perturbed Leader
Marcus Hutter, Jan Poland
A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data
Rie Kubota Ando, Tong Zhang
A Generalization Error for Q-Learning
Susan A. Murphy
Algorithmic Stability and Meta-Learning
Andreas Maurer
A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs
S. Sathiya Keerthi, Dennis DeCoste
Analysis of Variance of Cross-Validation Estimators of the Generalization Error
Marianthi Markatou, Hong Tian, Shameek Biswas et al.
An MDP-Based Recommender System
Guy Shani, David Heckerman, Ronen I. Brafman