conftrace_

conditional probability

43 papers

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Co-occurring keywords

bayesian network (378) probabilistic modeling (852) support vector machine (978) neural network (6616) structure learning (341) domain adaptation (4595) causal inference (1630) conditional distribution (64) probabilistic model (476) graphical model (864)

Papers

On the Interpretability of Conditional Probability Estimates in the Agnostic Setting AISTATS 2017
Robust Conditional Probabilities NIPS 2017
Synergy of Monotonic Rules JMLR 2016
Topic-Informed Neural Machine Translation COLING 2016
Conditional Probability Estimation PGM 2016
On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting JMLR 2016
Convex Risk Minimization and Conditional Probability Estimation COLT 2015
Dealing with small data: On the generalization of context trees ICML 2015
Learning Bounded Tree-width Bayesian Networks using Integer Linear Programming AISTATS 2014
On the Complexity and Approximation of Binary Evidence in Lifted Inference NIPS 2013
A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NIPS 2011
On Finding Predictors for Arbitrary Families of Processes JMLR 2010
Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition NIPS 2009
Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models NIPS 2009
HPB: A Model for Handling BN Nodes with High Cardinality Parents JMLR 2008
Support Vector Machines with a Reject Option NIPS 2008
Sparseness vs Estimating Conditional Probabilities: Some Asymptotic Results JMLR 2007
Statistical Analysis of Some Multi-Category Large Margin Classification Methods JMLR 2004