Papers
Learning Thin Junction Trees via Graph Cuts
Shahaf Dafna, Carlos Guestrin
Gaussian Margin Machines
Koby Crammer, Mehryar Mohri, Fernando Pereira
On Partitioning Rules for Bipartite Ranking
Stephan Clemencon, Nicolas Vayatis
Probabilistic Models for Incomplete Multi-dimensional Arrays
Wei Chu, Zoubin Ghahramani
Relational Topic Models for Document Networks
Jonathan Chang, David Blei
Handling Sparsity via the Horseshoe
Carlos M. Carvalho, Nicholas G. Polson, James G. Scott
Online Inference of Topics with Latent Dirichlet Allocation
Kevin Canini, Lei Shi, Thomas Griffiths
Structure Identification by Optimized Interventions
Alberto Giovanni Busetto, Joachim Buhmann
Estimating Tree-Structured Covariance Matrices via Mixed-Integer Programming
Hector Corrada Bravo, Stephen Wright, Kevin Eng et al.
Supervised Spectral Latent Variable Models
Liefeng Bo, Cristian Sminchisescu
Learning Low Density Separators
Shai Ben-David, Tyler Lu, David Pal et al.
Variational Bridge Regression
Artin Armagan
Latent Force Models
Mauricio Álvarez, David Luengo, Neil D. Lawrence
Clusterability: A Theoretical Study
Margareta Ackerman, Shai Ben-David
σMCL: Monte-Carlo Localization for Mobile Robots with Stereo Vision
Pantelis Elinas, James J. Little
Data Structure for Efficient Processing in 3-D
Jean-François Lalonde, Nicolas Vandapel, Martial Hebert
Model-Based Error Correction for Flexible Robotic Surgical Instruments
Ryan A. Beasley, Robert D. Howe
Shape, Motion, and Parameter Estimation of Flexible Space Structures using Laser Rangefinders
Matthew D. Lichter, Steven Dubowsky, Hiroshi Ueno et al.
Auction-Based Multi-Robot Routing
Michail G. Lagoudakis, Evangelos Markakis, David Kempe et al.
Blind Swarms for Coverage in 2-D
Vin de Silva, Robert Ghrist, Abubakr Muhammad
Micro and Nanorobotic Assembly Using Dielectrophoresis
Arunkumar Subramanian, Barmeshwar Vikramaditya, Lixin Dong et al.
Biologically Inspired Miniature Water Strider Robot
Steve H. Suhr, Yun Seong Song, Sang Jun Lee et al.
Optimal design of robots
Jean-Pierre Merlet