Call for Papers

We invite the submission of full 6-8 page papers, with unlimited space for references and supplementary materials. The submissions should follow the ICML 2018 style and formatting guidelines. Authors can include their identities in submissions.

Papers can be submitted at the address: https://easychair.org/conferences/?conf=tadgm2018

Relevant topics include but are not limited to:

• Theoretical understanding
• Formal connections between different DGMs
• Formal connections between DGMs and techniques in other fields, such as Bayesian inference, probabilistic graphical models, reinforcement learning, etc
• Optimization, learning, and Bayesian inference
• Evaluation methods
• Empirical analyses, applications and practical implementations

Submissions will be accepted as contributed talks or poster presentations. Accepted papers will be posted on the workshop website, and have the option of inclusion in the workshop proceeding. Accepted papers are free to appear in journals or conference proceedings.

Important Dates:

• Paper submissions due: May 31
• Acceptance notification: June 14
• Camera-ready paper submission: July 10, 2018
• Workshop: July 14 & morning of July 15, 2018