Papers
21,849 papers found
Learning with Tree-Averaged Densities and Distributions
Sergey Kirshner
Linear programming analysis of loopy belief propagation for weighted matching
Sujay Sanghavi, Dmitry Malioutov, Alan S. Willsky
Local Algorithms for Approximate Inference in Minor-Excluded Graphs
Kyomin Jung, Devavrat Shah
Locality and low-dimensions in the prediction of natural experience from fMRI
Francois Meyer, Greg Stephens
Loop Series and Bethe Variational Bounds in Attractive Graphical Models
Alan S. Willsky, Erik B. Sudderth, Martin J. Wainwright
Managing Power Consumption and Performance of Computing Systems Using Reinforcement Learning
Gerald Tesauro, Rajarshi Das, Hoi Chan et al.
Markov Chain Monte Carlo with People
Adam Sanborn, Thomas L. Griffiths
McRank: Learning to Rank Using Multiple Classification and Gradient Boosting
Ping Li, Qiang Wu, Christopher J. Burges
Measuring Neural Synchrony by Message Passing
Justin Dauwels, François Vialatte, Tomasz Rutkowski et al.
Message Passing for Max-weight Independent Set
Sujay Sanghavi, Devavrat Shah, Alan S. Willsky
Mining Internet-Scale Software Repositories
Erik Linstead, Paul Rigor, Sushil Bajracharya et al.
Modeling image patches with a directed hierarchy of Markov random fields
Simon Osindero, Geoffrey E. Hinton
Modeling Natural Sounds with Modulation Cascade Processes
Richard Turner, Maneesh Sahani
Modelling motion primitives and their timing in biologically executed movements
Ben Williams, Marc Toussaint, Amos J. Storkey
Multiple-Instance Active Learning
Burr Settles, Mark Craven, Soumya Ray
Multiple-Instance Pruning For Learning Efficient Cascade Detectors
Cha Zhang, Paul A. Viola
Multi-task Gaussian Process Prediction
Edwin V. Bonilla, Kian M. Chai, Christopher Williams
Multi-Task Learning via Conic Programming
Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama et al.
Nearest-Neighbor-Based Active Learning for Rare Category Detection
Jingrui He, Jaime G. Carbonell
Near-Maximum Entropy Models for Binary Neural Representations of Natural Images
Matthias Bethge, Philipp Berens
Neural characterization in partially observed populations of spiking neurons
Jonathan W. Pillow, Peter E. Latham
New Outer Bounds on the Marginal Polytope
David Sontag, Tommi S. Jaakkola
Non-parametric Modeling of Partially Ranked Data
Guy Lebanon, Yi Mao
Object Recognition by Scene Alignment
Bryan Russell, Antonio Torralba, Ce Liu et al.