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DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting

DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting

8 January 2025
Daojun Liang
Haixia Zhang
Dongfeng Yuan
    UQCV
ArXivPDFHTML

Papers citing "DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting"

3 / 3 papers shown
Title
Informer: Beyond Efficient Transformer for Long Sequence Time-Series
  Forecasting
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Haoyi Zhou
Shanghang Zhang
J. Peng
Shuai Zhang
Jianxin Li
Hui Xiong
Wan Zhang
AI4TS
161
3,799
0
14 Dec 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,635
0
05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,042
0
06 Jun 2015
1