Overview会议概述
The Society for Machine Learning in Economics (SMLE) is pleased to announce its 2026 Annual Conference. We invite submissions of high-quality research papers at the intersection of machine learning, computational methods, and economic theory. The conference aims to foster dialogue between academic researchers, central bank economists, and industry data scientists to advance the frontier of economic modeling. 经济学与机器学习学会（筹）(SMLE) 很高兴地宣布其 2026 年度会议。我们诚邀处于机器学习、计算方法与经济学理论交叉领域的高质量研究论文投稿。本次会议旨在促进学术界研究员、央行经济学家与工业界数据科学家之间的对话，共同推进经济建模的前沿发展。
Conference Co-Organizers会议组织者
Research Tracks征稿主题方向
We welcome submissions in, but not limited to, the following areas:
我们欢迎（但不限于）以下领域的论文投稿：
Computational Macroeconomics
Deep learning applications for analyzing DSGE and heterogeneous agent models.
Machine Learning in Econometrics
High-dimensional inference, causal machine learning, and non-parametric estimation.
Market Design & AI
Algorithmic pricing, mechanism design, and automated market makers.
Reinforcement Learning in Economics
RL for policy design and agent-based modeling.
Natural Language Processing
LLMs for economic modeling, central bank communications, and sentiment analysis.
AI for Macro Development
AI-assisted research on development economics, macro policy design, growth dynamics, and structural transformation.
Important Dates重要日期
Submission Opens投稿开放
Email Channel Opens邮箱通道开启
Apr 1
Submission Deadline投稿截止
Please Note the Deadline注意时间
May 1
Decision Notification录取通知
Notification by Email邮件通知
May 24
Early Registration早鸟注册
Early-Bird Deadline早鸟截止时间
Jun 1
Submission Opens / Email Channel Opens投稿开放 / 邮箱通道开启
Date
April 1, 2026
Submission Deadline投稿截止
Please Note the Deadline注意时间
Deadline
May 1, 2026
Decision Notification录取通知
Notification by Email邮件通知
Date
May 24, 2026
Early Registration早鸟注册
Early-Bird Deadline早鸟截止时间
Date
Jun 1, 2026
Regular Registration: starts on June 2, 2026 (after Early-Bird ends). 常规注册：将于 2026 年 6 月 2 日开始（早鸟截止后）。
Submission Guidelines投稿要求
Submissions must be full research papers or highly detailed extended abstracts (minimum 1,000 words), sent by email to smleconference@gmail.com. 投稿必须为完整的研究论文，或包含高度细节的长摘要（不少于1000词），并通过邮箱 smleconference@gmail.com 提交。
Registration Fees 注册费用
Amounts are listed as Early / Regular. 费用按 早鸟 / 常规 标示。
Students学生
$50 USD
Early-Bird Fee早鸟价
Regular:常规：$100 USD
Faculty老师
$100 USD
Early-Bird Fee早鸟价
Regular:常规：$200 USD
Submit Your Paper 提交您的论文
Please submit your paper by email. 请通过邮箱提交您的论文。
Submit via Email (smleconference@gmail.com) 邮箱投稿（smleconference@gmail.com）Questions about the conference or your submission? Contact the organizing committee. 如有会议或投稿相关问题，请联系组织委员会。