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Information Theory

313 directly classified papers

Papers per year

Papers

Tight Bounds on Profile Redundancy and Distinguishability NIPS 2012
Information Theoretic Model Validation for Spectral Clustering AISTATS 2012
Nonparametric Estimation of Conditional Information and Divergences AISTATS 2012
Meta-Gaussian Information Bottleneck NIPS 2012
The Perturbed Variation NIPS 2012
A Characterization of Scoring Rules for Linear Properties COLT 2012
AIC and BIC based approaches for SVM parameter value estimation with RBF kernels ACML 2012
Bounds on Individual Risk for Log-loss Predictors COLT 2011
Lower Bounds for Passive and Active Learning NIPS 2011
Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction NIPS 2011
Relative Density-Ratio Estimation for Robust Distribution Comparison NIPS 2011
How biased are maximum entropy models? NIPS 2011
On the Estimation of $\alpha$-Divergences AISTATS 2011
Evaluating neuronal codes for inference using Fisher information NIPS 2010
Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform NIPS 2010
Extensions of Generalized Binary Search to Group Identification and Exponential Costs NIPS 2010
Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs NIPS 2010
Implicit encoding of prior probabilities in optimal neural populations NIPS 2010
Why are some word orders more common than others? A uniform information density account NIPS 2010
REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization AISTATS 2010
A Rate Distortion Approach for Semi-Supervised Conditional Random Fields NIPS 2009
Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis NIPS 2009
Discrete MDL Predicts in Total Variation NIPS 2009
Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness NIPS 2009
Optimal context separation of spiking haptic signals by second-order somatosensory neurons NIPS 2009