2017 Summer Reading Camp
Schedule 日程
8月7日(月)〜8月10日(木)
- 各日午前１０時開始
- 場所：A707ゼミ室
- 最終日は夕方カレーパーティ
The Book 読む本
Ian Goodfellow and Yoshua Bengio and Aaron Courville. Deep Learning MIT Press. 2016.
Chapter/Page Assignment 分担表
後で調整しますので，想定人数を気にせずに自由にかきこんで下さい．
| Ch. | Title | Pages | # | Staff/D | M2 | M1 |
|---|---|---|---|---|---|---|
| 1 | Introduction | 26 | × | |||
| 2 | Linear Algebra | 21 | × | |||
| 3 | Probability and Information Theory | 26 | × | |||
| 4 | Numerical Computation | 17 | × | |||
| 5 | Machine Learning Basics | 65 | × | |||
| 6 | Deep Feedforward Networks | 60 | 4 | ayaka-mo | yoko-o | takahiro-is, kengo-ue |
| 7 | Regularization for Deep Learning | 46 | 3 | akihiko-k | hitoshi-ma | yusuke-tk |
| 8 | Optimization for Training Deep Models | 56 | 4 | matsu, shimbo, shindo, shuhei-k | ||
| 9 | Convolutional Networks | 43 | 3 | keisukegt | atsuki-s | takahiro-ho |
| 10 | Sequence Modeling: Recurrent and Recursive Nets | 48 | 3 | masayoshi-k | takashi-w, huhoang-n | |
| 11 | Practical Methodology | 22 | 2 | hiroki-t | toshiki-s | |
| 12 | Applications | 43 | 3 | masashi-y, noji | tomoki-m | |
| 13 | Linear Factor Models | 13 | 1 | ukyo-ho | ||
| 14 | Autoencoders | 24 | 2 | hiroki-o | takayoshi-s | |
| 15 | Representation Learning | 32 | 2 | yuta-ko | motoki-s | |
| 16 | Structured Probabilistic Models for Deep Learning | 31 | × | |||
| 17 | Monte Carlo Methods | 16 | × | |||
| 18 | Confronting the Partition Function | 25 | × | |||
| 19 | Approximate Inference | 22 | × | |||
| 20 | Deep Generative Models | 66 | × |
出席者
- Attend 出席:
- (スタッフ/staff):matsu(どこでも), keisukegt, noji, shindo
- D3(在学生/student):hiroki-o, yuta-ko, shuhei-k
- D2(在学生/student):akihiko-k, an-ng, ayaka-mo
- D1(在学生/student): masayoshi-k, masashi-y, thuy-ph, jun-l
- M2(在学生/student):hitoshi-ma, hiroki-t, motoki-s, xinran-l, yoko-o
- M1(在学生/student):takahiro-is, yusuke-tk, takahiro-ho, huhoang-n, ukyo-ho, takayoshi-s, toshiki-s, takashi-w, kengo-ue,tomoki-m, yuxun-lu, michael-l,
- research student:
- Do not attend 欠席:
- (スタッフ/staff):
- D3(在学生/student): takuo-h, phan-anh,yuu-tg
- D2(在学生/student): yuichiro-s
- D1(在学生/student): saito.itsumi
- M2(在学生/student):go-i, ryosuke-k, daiki-k, muhaimin
- M1(在学生/student):tatsuya-h, kenya-wa,
- research student:
- Not yet decided 未記入:
- (スタッフ/staff): yating
- D3(在学生/student):
- D2(在学生/student): michael-he
- D1(在学生/student):
- M2(在学生/student): yong-z
- M1(在学生/student):
- research student: felix
方針
- 担当分のスライドか資料を用意する
- 重要なところを端折らない．
- 不安な人は早めに先輩やスタッフに相談する
- 用事で松本先生が不在でも，開始時刻になったら始める
- 聴講者は好きな時に質問して良い
- 各小節の終わりに質疑応答の時間(短時間)を設ける
- 遅刻厳禁!
予定
- 8/7
- 10:00-12:00
- 13:00-15:00
- 15:10-17:10 ~7(106/387)
- 8/8
- 10:00-12:00
- 13:00-15:00
- 15:10-17:10 ~9,4(180/387)
- 8/9
- 10:00-12:00
- 13:00-15:00
- 15:10-17:10 ~10(253/387)
- 8/10
- 10:00-12:00 ~11
- 13:00-15:00 (予12,13,14,15)
Progress 進捗状況
全387ページ ページ配分は概算です. 18pp/h のペースで読み進む必要があります.
質問
(内容に関する疑問点については, こちら に書き込んでください)
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