International Conference on Machine Learning June 26–July 1, 2012 — Edinburgh, Scotland

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ICML 2012 Survey Results

Conditioned on questionee being an author of an accepted paper

Background

1) Did you serve as an Area chair for ICML 2012?

17/230 = 7% Yes

213/230 = 93% No

2) Did you serve as a Reviewer / PC member for ICML 2012?

66/230 = 29% Yes

164/230 = 71% No

3) Are you an author of a paper submitted to ICML?

230/230 = 100% Yes

0/230 = 0% No

4) You are:

230/230 = 100% An author of an accepted paper

34/230 = 15% An author of a rejected paper

5) Are you going to attend ICML 2012 in Edinburgh?

176/230 = 77% Yes

54/230 = 23% No

Paper Assignment

6) Which information do you support using for assignment of papers to PC members? (choose all that apply)

43/ 66 = 65% Keywords

57/ 66 = 86% Toronto matching service

61/ 66 = 92% Bids

52/ 66 = 79% Choices made by the Area Chairs

7) How did you like your assignments?

5/ 66 = 8% Very interesting

59/ 66 = 89% Good fit for my expertise

1/ 66 = 2% Mostly not my area

1/ 66 = 2% Terrible

Paper Reviewing

9) Did you consult supplementary material for any of the papers you reviewed?

45/ 65 = 69% Yes

20/ 65 = 31% No

10) Did the supplementary material help you form a decision for any paper?

25/ 63 = 40% Yes

38/ 63 = 60% No

11) Did you have sufficient time to prepare your reviews?

58/ 65 = 89% Yes

7/ 65 = 11% No

12) Would you prefer if the paper submission deadline was earlier, to allow more time for the initial review period?

4/ 65 = 6% Yes, the review period should be longer.

58/ 65 = 89% The review period was fine.

3/ 65 = 5% No, in fact the review period could be shorter.

Author Response

13) Did you read the author responses for any of the papers you reviewed?

65/ 66 = 98% Yes

1/ 66 = 2% No

13_5) Was the author response informative for you?

58/ 65 = 89% Yes

7/ 65 = 11% No

14) Did you consult a new version of a paper uploaded during author response?

27/ 66 = 41% Yes

39/ 66 = 59% No

15) Did you change any of your (meta-)reviews due to the author response or new version?

20/ 66 = 30% It changed my mind about a paper.

40/ 66 = 61% It helped clarify a few questions, but did not change my mind.

6/ 66 = 9% It was not useful.

0/ 66 = 0% I did not see it.

16) Do you think the author feedback has an influence on the decision of acceptance/rejection?

53/ 66 = 80% Yes

13/ 66 = 20% No

Discussion

17) Did you participate in the discussion for any of the papers you reviewed?

64/ 66 = 97% Yes

2/ 66 = 3% No

18) Did you change any of your reviews due to the discussion?

42/ 65 = 65% Yes

23/ 65 = 35% No

Assessment of Reviewing Process

19) Do you think the ICML 2012 reviews were different in quality from the reviews at previous ICMLs?

4/ 66 = 6% ICML 2012 substantially better

21/ 66 = 32% Somewhat better

25/ 66 = 38% The same

2/ 66 = 3% Somewhat worse

0/ 66 = 0% Substantially worse

14/ 66 = 21% Don't know

20) Do you think the ICML 2012 reviews were different in quality from the reviews at other similar conferences?

5/ 66 = 8% ICML 2012 substantially better

25/ 66 = 38% Somewhat better

27/ 66 = 41% The same

3/ 66 = 5% Somewhat worse

0/ 66 = 0% Substantially worse

6/ 66 = 9% Don't know

21) Compared to other conferences, how much effort was it to participate in the program committee for ICML 2012?

2/ 66 = 3% ICML 2012 substantially less

1/ 66 = 2% Somewhat less

32/ 66 = 48% The same

19/ 66 = 29% Somewhat more

7/ 66 = 11% Substantially more

5/ 66 = 8% Don't know

22) Throughout the reviewing process, was it always clear to you what needed to be done?

62/ 66 = 94% Yes

4/ 66 = 6% No

23) How many hours did you spend on the review process?

Averaged over 51 entries: 30

24) If you submitted a rebuttal during the author response period, do you believe it had some influence on the final decision?

9/224 = 4% Very strong influence

79/224 = 35% Substantial influence

115/224 = 51% Marginal influence

21/224 = 9% No influence

25) Do you prefer having the author response option?

212/228 = 93% Yes

16/228 = 7% No

26) If you uploaded a new file during the author response period, do you believe it had some influence on the final decision?

10/179 = 6% Very strong influence

35/179 = 20% Substantial influence

93/179 = 52% Marginal influence

41/179 = 23% No influence

27) The majority of the reviews of your paper were:

38/229 = 17% Right to the point

166/229 = 72% High quality

23/229 = 10% Low quality

2/229 = 1% The reviewers did not understand my paper.

28) Do you prefer the option to revise the paper during author response?

139/224 = 62% Yes

85/224 = 38% No

29) Do you think that the meta-reviews adequately summarized the reviewers' opinions and made the right decision?

125/227 = 55% Yes

73/227 = 32% Mostly

25/227 = 11% Somewhat

4/227 = 2% No, there was no justification of the decision.

Conference Format

30) With 242 accepted papers, ICML can no longer offer a full talk to all accepted papers (assuming 5 parallel tracks over 3 days). Which of the following do you support (choose all that apply):

65/227 = 29% Accept fewer papers.

93/227 = 41% Add a day.

83/227 = 37% Add an additional track.

75/227 = 33% Present some papers only as posters.

90/227 = 40% Present some papers as short talk + poster.

6/227 = 3% Other (briefly comment below)

30-c) Other

Results (14)

31) The workshop program has been extended to 2-days. What is your opinion of this new format?

100/229 = 44% Good idea, I plan on attending.

58/229 = 25% Good idea, but I won’t attend.

61/229 = 27% I don’t care.

8/229 = 3% Bad idea, ICML is too long already.

2/229 = 1% Bad idea, I don’t like workshops.

32) Which conferences would like to see in co-location with ICML in the future? (choose all that apply):

114/187 = 61% COLT

103/187 = 55% UAI

24/187 = 13% ECML-PKDD

47/187 = 25% SIGKDD

45/187 = 24% IJCAI

45/187 = 24% AAAI

11/187 = 6% ECAI

25/187 = 13% EMNLP-CoNLL

22/187 = 12% SIGIR

25/187 = 13% ACL

13/187 = 7% RSS

50/187 = 27% CVPR

9/187 = 5% RSS

6/187 = 3% Other (comment below)

32-c) Other

Results (12)

33) Feel free to enter any additional comments here:

Results (37)