scientific article
From MaRDI portal
Publication:3096113
zbMath1225.68215MaRDI QIDQ3096113
Vladimir Vovk, Glenn R. Shafer
Publication date: 8 November 2011
Full work available at URL: http://www.jmlr.org/papers/v9/shafer08a.html
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Related Items (45)
Interpreting uninterpretable predictors: kernel methods, Shtarkov solutions, and random forests ⋮ Conformal Prediction: A Gentle Introduction ⋮ A New View of Conformity and Its Application to Classification ⋮ Multilabel predictions with sets of probabilities: the Hamming and ranking loss cases ⋮ Classification by fiducial predictive density functions ⋮ Conformal decision-tree approach to instance transfer ⋮ Sim-to-lab-to-real: safe reinforcement learning with shielding and generalization guarantees ⋮ Root-finding approaches for computing conformal prediction set ⋮ Conformal prediction beyond exchangeability ⋮ Knows what it knows: a framework for self-aware learning ⋮ Functional summaries of persistence diagrams ⋮ Distribution-Free Prediction Sets for Two-Layer Hierarchical Models ⋮ Three-way decision and conformal prediction: isomorphisms, differences and theoretical properties of cautious learning approaches ⋮ Conformal Sensitivity Analysis for Individual Treatment Effects ⋮ Aspects in classification learning -- review of recent developments in learning vector quantization ⋮ Set-Valued Support Vector Machine with Bounded Error Rates ⋮ What is a Randomization Test? ⋮ Conformal Prediction Credibility Intervals ⋮ Incorporating relative error criterion to conformal prediction for positive data ⋮ Bayes-optimal prediction with frequentist coverage control ⋮ Classification with guaranteed probability of error ⋮ Discussion of Professor Bradley Efron’s Article on “Prediction, Estimation, and Attribution” ⋮ A Conformal Approach for Distribution-free Prediction of Functional Data ⋮ Distribution-free conditional median inference ⋮ Combination of inductive Mondrian conformal predictors ⋮ Automatic face recognition with well-calibrated confidence measures ⋮ Unnamed Item ⋮ Multi Split Conformal Prediction ⋮ Efficient set-valued prediction in multi-class classification ⋮ Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods ⋮ On-line predictive linear regression ⋮ Least Ambiguous Set-Valued Classifiers With Bounded Error Levels ⋮ Validity, consonant plausibility measures, and Conformal prediction ⋮ Valid inferential models for prediction in supervised learning problems ⋮ Methods to compute prediction intervals: a review and new results ⋮ On soft computing with random fuzzy sets in econometrics and machine learning ⋮ Conformal prediction: a unified review of theory and new challenges ⋮ Discussion of Professor Bradley Efron’s Article on “Prediction, Estimation, and Attribution” ⋮ A conformal prediction approach to explore functional data ⋮ Conformal predictions for information fusion. A comparative study of p-value combination methods ⋮ Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories ⋮ Sparse conformal prediction for dissimilarity data ⋮ The application of conformal prediction to the drug discovery process ⋮ Simulations of nuclear fusion diagnostics based on projections with Venn predictors and context drift detection ⋮ Valid Model-Free Prediction of Future Insurance Claims
This page was built for publication: