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dataset: Asking what we want from mini-batches
author Olivier Delalleau <delallea@iro>
date Fri, 10 Sep 2010 16:31:43 -0400
parents 38cc6e075d9b
children f111f8c2a280
rev   line source
1031
480cc8ac2032 committees: Marked committees leaders with a *
Olivier Delalleau <delallea@iro>
parents: 1027
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1 List of committees and their members (leader marked with a *):
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Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
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2
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49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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3 * Existing Python ML libraries investigation: GD, DWF, IG, DE
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480cc8ac2032 committees: Marked committees leaders with a *
Olivier Delalleau <delallea@iro>
parents: 1027
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4 * Dataset interface: DE*, OB, OD, AB, PV
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38cc6e075d9b PV added to learner committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1032
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5 * Learners: AB, PL, GM, IG, RP, NB, PV
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480cc8ac2032 committees: Marked committees leaders with a *
Olivier Delalleau <delallea@iro>
parents: 1027
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6 * Optimization: JB*, PL, OD
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33f20949e669 guillaume is rep for sampling
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1031
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7 * Inference/sampling: JB, GD*, AC
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49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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8 * Job management, analysis, metrics, costs, visualization: GD, FS, PL, XM
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38cc6e075d9b PV added to learner committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1032
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9 * Formulas/tags: FB*, RP, AC, OB
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480cc8ac2032 committees: Marked committees leaders with a *
Olivier Delalleau <delallea@iro>
parents: 1027
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10 * Coding style: DE, OD*, DWF, FB
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49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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11
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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12 Issues to be tackled in the future:
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Dumitru Erhan <dumitru.erhan@gmail.com>
parents:
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Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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14 * serialization & reproducibility
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Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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15 * job management, results analysis, metrics & costs, visualization
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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16 * GPU portability
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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17 * social engineering, code review and incentives
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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18
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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19 Job of each committee:
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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20
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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21 * name a leader
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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22 * create a text file in this directory associated with their discussion
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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23 * discuss the issues, write them down in this file
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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24 * come up with an interface, protocol, or recommendations
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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25 * bring up the issues and recommendations to the rest of the group, and get feedback
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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26 * make sure the recommendations fit with other committees recommendations
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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27 * update the discussion / recommendation file
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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28 * implement documentation for these conventions in python or proper doc files as appropriate
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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29 * implement one or a few examples that show what is typically expected
49eea4953efe job of each committee
Yoshua Bengio <bengioy@iro.umontreal.ca>
parents: 1005
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30
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0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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31 What is the role of a committee (team) leader?
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James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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32
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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33 * The committee leader takes responsibility for both the quality and
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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34 timeliness of the work of the committee.
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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35 * The role of the leader is *not* to do the work of the other
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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36 committee members, but instead to motivate others to ensure that the
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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37 aims of the committee are pursued.
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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38 * The leader should lead by example and, when necessary, reinvigorate the group
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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39 * The leader would preferably be someone who possess both natural leadership
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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40 qualities and significant experience in the subject matter of the committee.
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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41 * In choosing the leader, the other committee members must accept to
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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42 engage in collaboration with, and respect the leadership of, the chosen
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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43 leader.
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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44
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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45 Concretely, the leader must:
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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46
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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47 * Call meeting and set the agenda
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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48 * Focus the efforts of the group to ensure that the committee's
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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49 priorities are addressed on schedule.
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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50 * Assign well-defined tasks to team members that are to be completed
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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51 by a fixed deadline.
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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52 * Ensure that the team objectives are met.
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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53 * Followup with team members to ensure that tasks are completed and
0ed99521bc45 v2_planning - added committee leader responsibilities
James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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54 objectives are followed.
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James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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55
0ed99521bc45 v2_planning - added committee leader responsibilities
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parents: 1006
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James Bergstra <bergstrj@iro.umontreal.ca>
parents: 1006
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parents: 1006
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58