4641/7641 PAPER REVIEW FORM -- COMMENTS FOR THE AUTHOR(S) Note: You must justify your responses. Imagine a "Why or why not?" after each question. PAPER CODE: XXXX PAPER TITLE: XXXX XXXX XXXX SUMMARY - What is the main result of the paper? (3 sentence limit) - Are the result and its presentation convincing? Why or why not? TECHNICAL EXCELLENCE - Is the paper technically strong? - Is the result significant? - Is the paper technically sound? - Does the paper reference appropriate past work? - Is the paper commensurate with a semester's worth of work? (Factor in other classes and commitments, etc.) RELEVANCE, IMPORTANCE and ORIGINALITY - Is the problem interesting? - Is the approach well-motivated? - Is the paper original? - Is the paper a significant contribution to the field of ML? Does the paper belong to one of the following categories? If yes, briefly explain how; if not, define a new category (justify your choice, of course) and explain how the paper fits into your new category: - New synthesis that brings subfields of ML together, - Scaling studies (theory to support scaling, experimental study of scaling, bringing ML out of the laboratory), - ML contributions to other disciplines, - Physical realizations of ML systems? CLARITY - Is the paper clearly written? How or how not? - Does it motivate the research? How or how not? OTHER COMMENTS FOR THE AUTHOR(S): YOUR RECOMMENDATION: ACCEPT ____ MARGINAL _____ REJECT _____ YOUR EXPERTISE ON THE TOPIC OF THE PAPER: HIGH _____ MEDIUM ____ LOW ______ YOUR CONFIDENCE IN YOUR RECOMMENDATION: HIGH _____ MEDIUM ____ LOW _____ COMMENTS TO THE SPC AND PROGRAM CHAIRS (reasons to accept or reject): SHOULD THIS PAPER BE NOMINATED AS AN OUTSTANDING PAPER? ______ WHY?