MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration

MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration

13 March 2025

Papers citing "MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration"

13 / 13 papers shown

Title
Unconstrained Monotonic Calibration of Predictions in Deep Ranking Systems Yimeng Bai Shunyu Zhang Y. Zhang Hu Liu Wentian Bao Enyun Yu Fuli Feng Wenwu Ou 35 0 0 19 Apr 2025
Learning Cascade Ranking as One Network Yunli Wang Z. Zhang Z. Wang Z. Yang Y. Li Jian Yang Shiyang Wen Peng Jiang Kun Gai 49 0 0 13 Mar 2025
MCNet: Monotonic Calibration Networks for Expressive Uncertainty Calibration in Online Advertising Quanyu Dai Jiaren Xiao Zhaocheng Du Jieming Zhu Chengxiao Luo Xiao-Ming Wu Zhenhua Dong 30 0 0 01 Mar 2025
LDACP: Long-Delayed Ad Conversions Prediction Model for Bidding Strategy Peng Cui Yiming Yang Fusheng Jin Siyuan Tang Yunli Wang ... Yalong Jia Qingpeng Cai Fei Pan Changcheng Li Peng Jiang 65 0 0 25 Nov 2024
Scaling Laws for Online Advertisement Retrieval Yunli Wang Z. Yang Z. Zhang Zhiqiang Wang Jian Yang Shiyang Wen Peng Jiang Kun Gai OffRL 65 4 0 20 Nov 2024
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks Dingyi Zhuang Chonghe Jiang Yunhan Zheng Shenhao Wang Jinhua Zhao UQCV 39 0 0 12 Oct 2024
SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence Hangyuan Ji Jian Yang Linzheng Chai Chaoren Wei Liqun Yang ... Tianzhen Sun Hongcheng Guo Tongliang Li Changyu Ren Zhoujun Li 36 6 0 06 May 2024
Uncertainty Quantification on Graph Learning: A Survey Chao Chen Chenghua Guo Rui Xu Xiangwen Liao Xi Zhang Sihong Xie Hui Xiong Philip S. Yu AI4CE 29 1 0 23 Apr 2024
Confidence-Aware Multi-Field Model Calibration Yuang Zhao Chuhan Wu Qinglin Jia Hong Zhu Jia Yan Libin Zong Linxuan Zhang Zhenhua Dong Muyu Zhang 16 1 0 27 Feb 2024
Deep Ensemble Shape Calibration: Multi-Field Post-hoc Calibration in Online Advertising Shuai Yang Hao Yang Zhuang Zou Linhe Xu Shuo Yuan Yifan Zeng 27 1 0 17 Jan 2024
Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems Yunli Wang Zhiqiang Wang Jian Yang Shiyang Wen Dongying Kong Han Li Kun Gai 19 10 0 16 Oct 2023
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach Zhangming Chan Yu Zhang Shuguang Han Yong Bai Xiang-Rong Sheng ... Jiacen Hu Baolin Liu Yuning Jiang Jian Xu Bo Zheng 23 10 0 22 May 2023
Posterior Probability Matters: Doubly-Adaptive Calibration for Neural Predictions in Online Advertising Penghui Wei Weimin Zhang Ruijie Hou Jinquan Liu Shaoguo Liu Liang Wang Bo Zheng 35 9 0 15 May 2022