Research graph
References from Conformal Prediction: A Gentle Introduction. Local targets link to admitted publications; unresolved targets remain external evidence.
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Image-to-image regression with distribution-free uncertainty quantification and applications in imaging
2022 · External reference
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Predictive inference with the jackknife+
10.1214/20-aos1965 · 2021 · External reference
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2022 · External reference
10.52202/068431-2129
10.52202/068431-2129 · External reference
Distribution-free, risk-controlling prediction sets
10.1145/3478535 · 2021 · External reference
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2021 · External reference
Accelerating difficulty estimation for conformal regression forests
10.1007/s10472-017-9539-9 · 2017 · External reference
A graphical approach to sequentially rejective multiple test procedures
10.1002/sim.3495 · 2009 · External reference
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2021 · External reference
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2020 · External reference
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2020 · External reference
Distribution-free cumulative sum control charts using bootstrap-based control limits
10.1214/08-aoas197 · 2009 · External reference
Global nonparametric estimation of conditional quantile functions and their derivatives
10.1016/0047-259x(91)90100-g · 1991 · External reference
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An exact and robust conformal inference method for counterfactual and synthetic controls
2021 · External reference
Exact and asymptotically robust permutation tests
10.1214/13-aos1090 · 2013 · External reference
On the concept of a random sequence
10.1090/s0002-9904-1940-07154-x · 1940 · External reference
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2018 · External reference
Finite exchangeable sequences
1980 · External reference
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2022 · External reference
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2018 · External reference
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2018 · External reference
10.1201/9780429246593
10.1201/9780429246593 · 1994 · External reference
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1897 · External reference
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Design of experiments
10.1136/bmj.1.3923.554-a · 1936 · External reference
The limits of distribution-free conditional predictive inference
10.1093/imaiai/iaaa017 · 2021 · External reference
Bernard Friedman’s urn
1965 · External reference
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2021 · External reference
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2022 · External reference
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2020 · External reference
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2019 · External reference
Nested conformal prediction and quantile out-of-bag ensemble methods
2021 · External reference
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2018 · External reference
Symmetric measures on Cartesian products
10.1090/s0002-9947-1955-0076206-8 · 1955 · External reference
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2021 · External reference
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2020 · External reference
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Regression conformal prediction with random forests
10.1007/s10994-014-5453-0 · 2014 · External reference
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2022 · External reference
Uses of exchangeability
10.1214/aop/1176995566 · 1978 · External reference
10.1017/cbo9780511754098
10.1017/cbo9780511754098 · 2005 · External reference
Additive models for quantile regression: Model selection and confidence bandaids
10.1214/10-bjps131 · 2011 · External reference
Regression quantiles
10.2307/1913643 · 1978 · External reference
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2018 · External reference
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Logical basis for information theory and probability theory
10.1109/tit.1968.1054210 · 1968 · External reference
Three approaches to the quantitative definition of information
1965 · External reference
Combinatorial foundations of information theory and the calculus of probabilities
10.1070/rm1983v038n04abeh004203 · 1983 · External reference
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2021 · External reference
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2021 · External reference
The power of rank tests
1953 · External reference
Classification with confidence
10.1093/biomet/asu038 · 2014 · External reference
Fast exact conformalization of the lasso using piecewise linear homotopy
10.1093/biomet/asz046 · 2019 · External reference
Distribution-free predictive inference for regression
10.1080/01621459.2017.1307116. · 2018 · External reference
A conformal prediction approach to explore functional data
10.1007/s10472-013-9366-6 · 2015 · External reference
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2011 · External reference
Distribution-free prediction sets
10.1080/01621459.2012.751873 · 2013 · External reference
Distribution-free prediction bands for non-parametric regression
2014 · External reference
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2020 · External reference
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2022 · External reference
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2021 · External reference
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2021 · External reference
On a test of whether one of two random variables is stochastically larger than the other
1947 · External reference
10.5281/zenodo.6467205
10.5281/zenodo.6467205 · 2022 · External reference
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Grundlagen der wahrscheinlichkeitsrechnung
10.1007/bf01203155 · 1919 · External reference
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Root-finding approaches for computing conformal prediction set
10.1007/s10994-022-06233-5 · 2022 · External reference
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2022 · External reference
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10.1016/j.sigpro.2013.12.026
10.1016/j.sigpro.2013.12.026 · External reference
Significance tests which may be applied to samples from any populations
1937 · External reference
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2021 · External reference
Kolmogorov on the role of randomness in probability theory
10.1017/s0960129512000801 · 2014 · External reference
With malice toward none: Assessing uncertainty via equalized coverage
10.1162/99608f92.03f00592 · 2020 · External reference
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2020 · External reference
Least ambiguous setvalued classifiers with bounded error levels
2019 · External reference
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1999 · External reference
Consistent accelerated inference via confident adaptive transformers
10.18653/v1/2021.emnlp-main.406 · 2021 · External reference
The sources of Kolmogorov’s Grundbegriffe
10.1214/088342305000000467 · 2006 · External reference
A tutorial on conformal prediction
2008 · External reference
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1999 · External reference
Estimating conditional quantiles with the help of the pinball loss
2011 · External reference
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Nonparametric quantile estimation
2006 · External reference
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Non-parametric estimation II. Statistically equivalent blocks and tolerance regions-the continuous case
10.1214/aoms/1177730343 · 1947 · External reference
Etude critique de la notion de collectif
10.1090/s0002-9904-1939-07089-4 · 1939 · External reference
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Kolmogorov’s complexity conception of probability
2001 · External reference
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Cross-conformal predictors
10.1007/s10472-013-9368-4 · 2015 · External reference
Testing randomness online
10.1214/20-sts817 · 2021 · External reference
10.1007/b106715
10.1007/b106715 · 2005 · External reference
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2012 · External reference
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Nonparametric predictive distributions based on conformal prediction
2017 · External reference
On the concept of the Bernoulli property
10.1070/rm1986v041n01abeh003237 · 1986 · External reference
Die widerspruchfreiheit des kollectivbegriffes der wahrscheinlichkeitsrechnung
1937 · External reference
An extension of Wilks’ method for setting tolerance limits
10.1214/aoms/1177731491 · 1943 · External reference
Frasian inference
10.1214/11-sts352c · 2011 · External reference
Determination of sample sizes for setting tolerance limits
10.1214/aoms/1177731788 · 1941 · External reference
Statistical prediction with special reference to the problem of tolerance limits
10.1214/aoms/1177731537 · 1942 · External reference
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2021 · External reference
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Direct use of regression quantiles to construct confidence sets in linear models
10.1214/aos/1033066210 · 1996 · External reference
Statistical inference on het- eroscedastic models based on regression quantiles
10.1080/10485259808832745 · 1998 · External reference
