ESCM $^2$ : Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation

3 April 2022

Papers citing "ESCM$^2$: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation"

32 / 32 papers shown

Title
Joint Modeling in Recommendations: A Survey Xiangyu Zhao Yichao Wang Bo Chen Jingtong Gao Yuhao Wang Xiaopeng Li Pengyue Jia Q. Liu Huifeng Guo Ruiming Tang 26 0 0 28 Feb 2025
Residual Multi-Task Learner for Applied Ranking Cong Fu Kun Wang Jiahua Wu Yizhou Chen Guangda Huzhang Yabo Ni Anxiang Zeng Zhiming Zhou 23 0 0 30 Oct 2024
Ranking Policy Learning via Marketplace Expected Value Estimation From Observational Data Ehsan Ebrahimzadeh Nikhil Monga Hang Gao Alex Cozzi Abraham Bagherjeiran CML OffRL 13 0 0 06 Oct 2024
EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation Lei Huang Weitao Li Chenrui Zhang Jinpeng Wang Xianchun Yi Sheng Chen 30 0 0 29 Jul 2024
Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation Hao Wang Zhichao Chen Yuan Shen Jiajun Fan Zhaoran Liu Degui Yang Xinggao Liu Haoxuan Li 30 0 0 01 Jul 2024
Debiased Recommendation with Noisy Feedback Haoxuan Li Chunyuan Zheng Wenjie Wang Hao Wang Fuli Feng Xiao-Hua Zhou 33 7 0 24 Jun 2024
Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient Flow Zhichao Chen Haoxuan Li Fangyikang Wang Odin Zhang Hu Xu Xiaoyu Jiang Zhihuan Song Eric H. Wang DiffM 37 1 0 22 Jun 2024
ADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising Ruize Wang Hui Xu Ying Cheng Qi He Xing Zhou Rui Feng Wei Xu Lei Huang Jie Jiang 35 0 0 15 Jun 2024
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference Haoxuan Li Chunyuan Zheng Sihao Ding Peng Wu Zhi Geng Fuli Feng Xiangnan He CML 23 9 0 30 Apr 2024
Debiased Collaborative Filtering with Kernel-Based Causal Balancing Haoxuan Li Chunyuan Zheng Yanghao Xiao Peng Wu Zhi Geng Xu Chen Peng Cui CML 25 17 0 30 Apr 2024
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising Zhen Gong Lvyin Niu Yang Zhao Miao Xu Zhenzhe Zheng ... Fan Wu Rongquan Bai Chuan Yu Jian Xu Bo Zheng 18 2 0 05 Mar 2024
Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random Wonbin Kweon Hwanjo Yu 34 13 0 26 Feb 2024
FreDF: Learning to Forecast in the Frequency Domain Hao Wang Licheng Pan Zhichao Chen Degui Yang Sen Zhang Yifei Yang Xinggao Liu Haoxuan Li Dacheng Tao AI4TS 57 12 0 04 Feb 2024
Optimal Transport for Treatment Effect Estimation Hao Wang Zhichao Chen Jiajun Fan Haoxuan Li Tianqiao Liu Weiming Liu Quanyu Dai Yichao Wang Zhenhua Dong Ruiming Tang OT CML 22 35 0 27 Oct 2023
STEM: Unleashing the Power of Embeddings for Multi-task Recommendation Liangcai Su Junwei Pan Ximei Wang Xi Xiao Shijie Quan Xihua Chen Jie Jiang 13 15 0 16 Aug 2023
Impression-Aware Recommender Systems F. B. P. Maurera Maurizio Ferrari Dacrema P. Castells Paolo Cremonesi AI4TS 27 2 0 15 Aug 2023
Pareto Invariant Representation Learning for Multimedia Recommendation Shanshan Huang Haoxuan Li Qingsong Li Chunyuan Zheng Li Liu CML 8 11 0 09 Aug 2023
ConvFormer: Revisiting Transformer for Sequential User Modeling Hao Wang Jianxun Lian M. Wu Haoxuan Li Jiajun Fan Wanyue Xu Chaozhuo Li Xing Xie 17 3 0 05 Aug 2023
DEPHN: Different Expression Parallel Heterogeneous Network using virtual gradient optimization for Multi-task Learning Menglin Kong Ri-Qi Su Shaojie Zhao Muzhou Hou MoE 18 0 0 24 Jul 2023
ESMC: Entire Space Multi-Task Model for Post-Click Conversion Rate via Parameter Constraint Zhenhao Jiang Biao Zeng Hao Feng Jin Liu Jicong Fan Jie Zhang Jia Jia Ning Hu Xingyu Chen Xuguang Lan 14 3 0 18 Jul 2023
Optimizing Airbnb Search Journey with Multi-task Learning Chun How Tan Austin Chan Malay Haldar Jie Tang Xin Liu Mustafa Abdool Huiji Gao Li He Sanjeev Katariya 23 5 0 28 May 2023
Modeling Task Relationships in Multi-variate Soft Sensor with Balanced Mixture-of-Experts Yuxin Huang Hao Wang Zhaoran Liu Licheng Pan Haozhe Li Xinggao Liu MoE 25 17 0 25 May 2023
Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection Jiajun Fan Yuzheng Zhuang Yuecheng Liu Jianye Hao Bin Wang Jiangcheng Zhu Hao Wang Shutao Xia 16 17 0 09 May 2023
Balancing Unobserved Confounding with a Few Unbiased Ratings in Debiased Recommendations Haoxuan Li Yanghao Xiao Chunyuan Zheng Peng Wu CML 10 47 0 17 Apr 2023
Deep Stable Multi-Interest Learning for Out-of-distribution Sequential Recommendation Qiang Liu Zhaocheng Liu Zhen Zhu Shu Wu Liang Wang OOD OODD 24 3 0 12 Apr 2023
Uncertainty Calibration for Counterfactual Propensity Estimation in Recommendation Wenbo Hu Xin Sun Qiang liu Wenbo Hu Shu Wu 36 0 0 23 Mar 2023
TMoE-P: Towards the Pareto Optimum for Multivariate Soft Sensors Licheng Pan Hao Wang Zhichao Chen Yuxin Huang Xinggao Liu 8 0 0 21 Feb 2023
AttentionMixer: An Accurate and Interpretable Framework for Process Monitoring Hao Wang Zhiyu Wang Yunlong Niu Zhaoran Liu Haozhe Li Yilin Liao Yuxin Huang Xinggao Liu 16 0 0 21 Feb 2023
Adaptive Pattern Extraction Multi-Task Learning for Multi-Step Conversion Estimations Xuewen Tao Mingming Ha Xiaobo Guo Qiongxu Ma Ho Kei Cheng Wenfang Lin 11 0 0 06 Jan 2023
Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications Hao Wang Zhichao Chen Jiajun Fan Yuxin Huang Weiming Liu Xinggao Liu CML 26 3 0 20 Oct 2022
A Survey of Deep Causal Models and Their Industrial Applications Zongyu Li Xiaoning Guo Siwei Qiang CML AI4CE 24 7 0 19 Sep 2022
A Review for Deep Reinforcement Learning in Atari:Benchmarks, Challenges, and Solutions Jiajun Fan OffRL 11 18 0 08 Dec 2021

ESCM2^22: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation

Papers citing "ESCM$^2$: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation"

ESCM $^2$ : Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation