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

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ICML 2012 Survey Results

Conditioned on questionee being a reviewer

Background

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

25/198 = 13% Yes

173/198 = 87% No

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

198/198 = 100% Yes

0/198 = 0% No

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

89/198 = 45% Yes

109/198 = 55% No

4) You are:

66/ 88 = 75% An author of an accepted paper

42/ 88 = 48% An author of a rejected paper

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

78/198 = 39% Yes

120/198 = 61% No

Paper Assignment

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

127/195 = 65% Keywords

158/195 = 81% Toronto matching service

172/195 = 88% Bids

150/195 = 77% Choices made by the Area Chairs

7) How did you like your assignments?

16/197 = 8% Very interesting

168/197 = 85% Good fit for my expertise

12/197 = 6% Mostly not my area

1/197 = 1% Terrible

Paper Reviewing

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

128/197 = 65% Yes

69/197 = 35% No

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

75/189 = 40% Yes

114/189 = 60% No

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

160/194 = 82% Yes

34/194 = 18% No

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

31/196 = 16% Yes, the review period should be longer.

151/196 = 77% The review period was fine.

14/196 = 7% 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?

196/198 = 99% Yes

2/198 = 1% No

13_5) Was the author response informative for you?

166/196 = 85% Yes

30/196 = 15% No

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

105/197 = 53% Yes

92/197 = 47% No

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

47/196 = 24% It changed my mind about a paper.

133/196 = 68% It helped clarify a few questions, but did not change my mind.

16/196 = 8% It was not useful.

0/196 = 0% I did not see it.

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

144/196 = 73% Yes

52/196 = 27% No

Discussion

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

188/196 = 96% Yes

8/196 = 4% No

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

122/195 = 63% Yes

73/195 = 37% No

Assessment of Reviewing Process

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

7/197 = 4% ICML 2012 substantially better

43/197 = 22% Somewhat better

67/197 = 34% The same

6/197 = 3% Somewhat worse

1/197 = 1% Substantially worse

73/197 = 37% Don't know

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

14/197 = 7% ICML 2012 substantially better

68/197 = 35% Somewhat better

75/197 = 38% The same

10/197 = 5% Somewhat worse

2/197 = 1% Substantially worse

28/197 = 14% Don't know

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

3/196 = 2% ICML 2012 substantially less

15/196 = 8% Somewhat less

89/196 = 45% The same

48/196 = 24% Somewhat more

20/196 = 10% Substantially more

21/196 = 11% Don't know

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

183/195 = 94% Yes

12/195 = 6% No

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

Averaged over 161 entries: 28

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

3/ 85 = 4% Very strong influence

10/ 85 = 12% Substantial influence

53/ 85 = 62% Marginal influence

19/ 85 = 22% No influence

25) Do you prefer having the author response option?

82/ 88 = 93% Yes

6/ 88 = 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?

2/ 66 = 3% Very strong influence

3/ 66 = 5% Substantial influence

27/ 66 = 41% Marginal influence

34/ 66 = 52% No influence

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

13/ 87 = 15% Right to the point

49/ 87 = 56% High quality

22/ 87 = 25% Low quality

3/ 87 = 3% The reviewers did not understand my paper.

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

41/ 87 = 47% Yes

46/ 87 = 53% No

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

32/ 87 = 37% Yes

31/ 87 = 36% Mostly

15/ 87 = 17% Somewhat

9/ 87 = 10% 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):

69/193 = 36% Accept fewer papers.

64/193 = 33% Add a day.

72/193 = 37% Add an additional track.

73/193 = 38% Present some papers only as posters.

84/193 = 44% Present some papers as short talk + poster.

8/193 = 4% Other (briefly comment below)

30-c) Other

Results (13)

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

50/195 = 26% Good idea, I plan on attending.

64/195 = 33% Good idea, but I won’t attend.

68/195 = 35% I don’t care.

9/195 = 5% Bad idea, ICML is too long already.

4/195 = 2% 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):

92/157 = 59% COLT

92/157 = 59% UAI

15/157 = 10% ECML-PKDD

53/157 = 34% SIGKDD

37/157 = 24% IJCAI

40/157 = 25% AAAI

8/157 = 5% ECAI

19/157 = 12% EMNLP-CoNLL

24/157 = 15% SIGIR

28/157 = 18% ACL

6/157 = 4% RSS

39/157 = 25% CVPR

3/157 = 2% RSS

5/157 = 3% Other (comment below)

32-c) Other

Results (8)

33) Feel free to enter any additional comments here:

Results (42)