Papers
184,605 papers found
Optimization Techniques for Semi-Supervised Support Vector Machines
Olivier Chapelle, Vikas Sindhwani, Sathiya S. Keerthi
Overlaying classifiers: a practical approach for optimal ranking
Stéphan J. Clémençcon, Nicolas Vayatis
Partially Observed Maximum Entropy Discrimination Markov Networks
Jun Zhu, Eric P. Xing, Bo Zhang
Particle Filter-based Policy Gradient in POMDPs
Pierre-arnaud Coquelin, Romain Deguest, Rémi Munos
Performance analysis for L\_2 kernel classification
Jooseuk Kim, Clayton Scott
Phase transitions for high-dimensional joint support recovery
Sahand Negahban, Martin J. Wainwright
Planning Long Dynamically-Feasible Maneuvers For Autonomous Vehicles
Maxim Likhachev, Dave Ferguson
Playing Pinball with non-invasive BCI
Matthias Krauledat, Konrad Grzeska, Max Sagebaum et al.
Policy Search for Motor Primitives in Robotics
Jens Kober, Jan R. Peters
Posterior Consistency of the Silverman g-prior in Bayesian Model Choice
Zhihua Zhang, Michael I. Jordan, Dit-Yan Yeung
Predicting the Geometry of Metal Binding Sites from Protein Sequence
Paolo Frasconi, Andrea Passerini
Predictive Indexing for Fast Search
Sharad Goel, John Langford, Alexander L. Strehl
Prior Data and Kernel Conditional Random Fields for Obstacle Detection
Carlos Vallespi-Gonzalez, Tony Stentz
Privacy-preserving logistic regression
Kamalika Chaudhuri, Claire Monteleoni
Probabilistic Characterization of Random Decision Trees
Amit Dhurandhar, Alin Dobra
Probabilistic detection of short events, with application to critical care monitoring
Norm Aleks, Stuart Russell, Michael G. Madden et al.
Probabilistic Models of Object Geometry for Grasp Planning
Jared Glover, Daniela Rus, Nicholas Roy
Proofs and Experiments in Scalable, Near-Optimal Search by Multiple Robots
Geoffrey Hollinger, Sanjiv Singh
PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning
Chunhua Shen, Alan Welsh, Lei Wang
Psychiatry: Insights into depression through normative decision-making models
Quentin J. Huys, Joshua Vogelstein, Peter Dayan
QUIC-SVD: Fast SVD Using Cosine Trees
Michael P. Holmes, Jr. Isbell, Charles Lee et al.
Rademacher Complexity Bounds for Non-I.I.D. Processes
Mehryar Mohri, Afshin Rostamizadeh
Randomized Online PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension
Manfred K. Warmuth, Dima Kuzmin
Ranking Categorical Features Using Generalization Properties
Sivan Sabato, Shai Shalev-Shwartz
Ranking Individuals by Group Comparisons
Tzu-Kuo Huang, Chih-Jen Lin, Ruby C. Weng