multi-objective modeling

DataFunSummit

Dec 22, 2023 · Artificial Intelligence

Cross‑Domain Multi‑Objective Estimation and Fusion in Baidu Video Recommendation: Design, Modeling, and System Evolution

This article shares Baidu's experience and thinking on cross‑domain multi‑objective estimation and fusion for video recommendation, covering background, system overview, multi‑objective design and modeling, long‑term value attribution, cross‑domain network architecture, and the evolution‑strategy based fusion approach.

Artificial IntelligenceBaiduCross-Domain

0 likes · 13 min read

Cross‑Domain Multi‑Objective Estimation and Fusion in Baidu Video Recommendation: Design, Modeling, and System Evolution

DataFunTalk

Nov 29, 2023 · Artificial Intelligence

Cross-Domain Multi-Objective Estimation and Fusion in Baidu Video Recommendation

This article presents Baidu's technical experience on designing, estimating, and fusing cross-domain multi-objective models for its immersive video recommendation system, covering business background, system architecture, target design, long‑term value modeling, and evolution strategies.

AICross-DomainRecommendation systems

0 likes · 14 min read

Cross-Domain Multi-Objective Estimation and Fusion in Baidu Video Recommendation

Model Perspective

Feb 11, 2023 · Operations

How to Optimize Colorado River Water & Power Distribution for Five States

This article presents a comprehensive multi‑model study of water and hydro‑electric power allocation among Arizona, California, Wyoming, New Mexico, and Colorado, detailing background, negotiation constraints, mathematical formulations, optimization results, sensitivity analyses, and policy recommendations for sustainable resource management.

Colorado RiverOptimizationhydropower

0 likes · 22 min read

How to Optimize Colorado River Water & Power Distribution for Five States

DataFunTalk

Nov 1, 2022 · Artificial Intelligence

Cross‑Domain Multi‑Objective Modeling and Long‑Term Value Exploration in NetEase Yanxuan Recommendation System

This article presents the practical evolution of NetEase Yanxuan's recommendation pipeline, covering background, multi‑objective and cross‑domain modeling, bias correction, loss function enhancements, long‑term value strategies, and multi‑scene modeling, with experimental results and a Q&A session.

AICross-DomainMMoE

0 likes · 20 min read

Cross‑Domain Multi‑Objective Modeling and Long‑Term Value Exploration in NetEase Yanxuan Recommendation System