papers
Publications (20)
cs.IR2012
Sequential Document Representations and Simplicial Curves
Guy Lebanon
stat.ML2012
Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations
Krishnakumar Balasubramanian, Kai Yu, Guy Lebanon
cs.LG2010
Estimating Probabilities in Recommendation Systems
Mingxuan Sun, Guy Lebanon, Paul Kidwell
cs.LG2012
An Extended Cencov-Campbell Characterization of Conditional Information Geometry
Guy Lebanon
cs.LG2010
Unsupervised Supervised Learning II: Training Margin Based Classifiers without Labels
Krishnakumar Balasubramanian, Pinar Donmez, Guy Lebanon
cs.LG2012
Statistical Translation, Heat Kernels and Expected Distances
Joshua Dillon, Yi Mao, Guy Lebanon +1
cs.CL2013
The Manifold of Human Emotions
Seungyeon Kim, Fuxin Li, Guy Lebanon +1
cs.LG2013
Matrix Approximation under Local Low-Rank Assumption
Joonseok Lee, Seungyeon Kim, Guy Lebanon +1
cs.LG2012
Domain Knowledge Uncertainty and Probabilistic Parameter Constraints
Yi Mao, Guy Lebanon
cs.LG2010
Statistical and Computational Tradeoffs in Stochastic Composite Likelihood
Joshua V Dillon, Guy Lebanon
cs.IR2012
A Comparative Study of Collaborative Filtering Algorithms
Joonseok Lee, Mingxuan Sun, Guy Lebanon
cs.LG2012
The Landmark Selection Method for Multiple Output Prediction
Krishnakumar Balasubramanian, Guy Lebanon
cs.GR2013
Local Space-Time Smoothing for Version Controlled Documents
Seungyeon Kim, Guy Lebanon
cs.HC2012
Cumulative Revision Map
Seungyeon Kim, Joshua V. Dillon, Guy Lebanon
cs.IR2014
Fast Spammer Detection Using Structural Rank
Seungyeon Kim, Haesun Park, Guy Lebanon
cs.LG2013
A Linear Approximation to the chi^2 Kernel with Geometric Convergence
Fuxin Li, Guy Lebanon, Cristian Sminchisescu
cs.LG2010
Asymptotic Analysis of Generative Semi-Supervised Learning
Joshua V Dillon, Krishnakumar Balasubramanian, Guy Lebanon
cs.CL2013
Beyond Sentiment: The Manifold of Human Emotions
Seungyeon Kim, Fuxin Li, Guy Lebanon +1
cs.LG2012
Learning Riemannian Metrics
Guy Lebanon
cs.CL2010
Linguistic Geometries for Unsupervised Dimensionality Reduction
Yi Mao, Krishnakumar Balasubramanian, Guy Lebanon