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Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy

Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy

Jing Lei
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Papers citing "Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy"

10 / 10 papers shown
Title
Training-conditional coverage for distribution-free predictive inference
Training-conditional coverage for distribution-free predictive inference
Michael Bian
Rina Foygel Barber
36
25
0
07 May 2022
Approximating Full Conformal Prediction at Scale via Influence Functions
Approximating Full Conformal Prediction at Scale via Influence Functions
Javier Abad
Umang Bhatt
Adrian Weller
Giovanni Cherubin
34
10
0
02 Feb 2022
Stable Conformal Prediction Sets
Stable Conformal Prediction Sets
Eugène Ndiaye
35
20
0
19 Dec 2021
Conformal Bayesian Computation
Conformal Bayesian Computation
Edwin Fong
Chris Holmes
44
24
0
11 Jun 2021
Root-finding Approaches for Computing Conformal Prediction Set
Root-finding Approaches for Computing Conformal Prediction Set
Eugène Ndiaye
Ichiro Takeuchi
28
10
0
14 Apr 2021
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning
Giovanni Cherubin
K. Chatzikokolakis
Martin Jaggi
45
14
0
05 Feb 2021
Conformal Prediction: a Unified Review of Theory and New Challenges
Conformal Prediction: a Unified Review of Theory and New Challenges
Matteo Fontana
Gianluca Zeni
S. Vantini
19
127
0
16 May 2020
Exchangeability, Conformal Prediction, and Rank Tests
Exchangeability, Conformal Prediction, and Rank Tests
Arun K. Kuchibhotla
32
48
0
13 May 2020
Computing Full Conformal Prediction Set with Approximate Homotopy
Computing Full Conformal Prediction Set with Approximate Homotopy
Eugène Ndiaye
Ichiro Takeuchi
19
15
0
20 Sep 2019
Conditional predictive inference for stable algorithms
Conditional predictive inference for stable algorithms
Lukas Steinberger
Hannes Leeb
28
12
0
05 Sep 2018