Reference material

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(Topics and Playlist 2015)
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= Topics and Playlist 2012 =
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= Topics and Playlist 2015 =
Assignment of material to quizzes is tentative, but final assignment will be announced
Assignment of material to quizzes is tentative, but final assignment will be announced
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! September !!Day!! Topic !! Quiz #  !! Playlist  
! September !!Day!! Topic !! Quiz #  !! Playlist  
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4 || Wed || What it's all about ||<!-- 1 --> || Start me up, Stones
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9 || Wed || What it's all about ||<!-- 1 --> || Start me up, Stones
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| 27 || Fri || - || - || -
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| 11 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || This could be the last time, Stones
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|-  
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| 9 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || This could be the last time, Stones
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| 14 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Rule-based expert systems (pp.53-60)] || 1 || It's Only Rock and Roll
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|-  
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| 11 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Rule-based expert systems (pp.53-60)] || 1 || Engineer's Song, Chorallaries
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| 16 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || 1 || Searchin', Beatles<br> Route 66, Stones
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| 13 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || - || Searchin', Beatles
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| 18 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Trouble, Keith Richards
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| 16 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Route 66, Stones
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| 18 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || It's Only Rock and Roll, Stones
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| 20 || Mon || Holiday: student || - | -
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| 21 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || Olympic Anthem
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| 23 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2srn || I Can't Get No Satisfaction, Stones
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| 23 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2srn || I Can't Get No Satisfaction, Stones
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| 25 || Wed || Quiz 1|| - || -
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| 25 || Fri || Constraints in resource allocation || 2 || Paint it Black, Stones
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| 27 || Fri || - || - || -
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| 30 || Mon|| Constraints in resource allocation || 2 || Paint it Black, Stones
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| 28 || Mon || Gerald J. Sussman: Propagator systems || 2srn || -
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| 30 || Wed || Quiz 1|| - || -
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! October !!Day!! Topic !! Quiz #!! Playlist
! October !!Day!! Topic !! Quiz #!! Playlist
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|-
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| 1 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch19.pdf Nearest neighbor learning] /[http://courses.csail.mit.edu/6.034f/sleep.pdf Sleep] || 2 || ABC song, Ray Charles et al.
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| 5 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || - <!-- Romanian national anthem, Desteapta-te române! -->
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| 2 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch26.pdf Constraints in recognition] || 2srn || The First Time I Saw your Face, Flack
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| 7 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 2srn || Let's spend the night together, Stones
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| 4 || Fri || [http://courses.csail.mit.edu/6.034f/sussman Gerald J. Sussman: Propagator systems] || 2srn || -
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| 9 || Fri || Edward Boyden: Real neural nets || 2srn || -
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|-  
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| 7 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch19.pdf Nearest neighbor learning] /[http://courses.csail.mit.edu/6.034f/sleep.pdf Sleep] || 2 || ABC song, Ray Charles et al.
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| 12 || Mon || Holiday: Columbus day || - || -
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|-
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| 9 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || Romanian national anthem, Desteapta-te române!
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| 13 || Tue || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 3 || 19th Nervous Breakdown, Stones 
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| 11 || Fri || Mathew Wilson: What rats think about || 2srn || -
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| 14 || Wed || Deep neural nets  || 3srn || Ain't no mountain high enough, Marvin Gaye
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| 14 || Mon || Holiday: Columbus day || - | -
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| 16 || Fri || Nancy Kanwisher: What lights up when you think || 2srn || -
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| 16 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 3 || 19th Nervous Breakdown, Stones 
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| 19 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3/3srn || You talk too much, Peas
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|-
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| 18 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3srn || Let's spend the night together, Stones
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| 21 || Wed || Quiz 2|| - || -
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|-
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| 23 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 3/3srn || Miss You, Stones <!-- Shippin up to Boston, Dropkick Murphys Imma Be Rocking
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that Body, Peas -->
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| 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines], [http://ai6034.mit.edu/fall11/images/SVM_and_Boosting.pdf SVM (and Boosting) Notes] || 3 || Oh no, not you again, Stones
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| 21 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3srn || You talk too much, Peas
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| 28 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Engineer's Song, Chorallaries
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| 23 || Wed || Shimon Ullman: Vision || 2srn || -
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| 30 || Fri || Mathew Wilson: What rats think about || 3srn || -
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| 25 || Fri || Quiz 2|| - || -
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! November !!Day!! Topic !! Quiz #!! Playlist
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| 28 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines],  [http://ai6034.mit.edu/fall11/images/SVM_and_Boosting.pdf SVM (and Boosting) Notes] || 3 || Get a little help from my friends, Beatles
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| 30 || Wed || Edward Boyden: Real neural nets || 3srn || -
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| 2 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/boosting.pdf Boosting (Winston and Ortiz notes)], [http://courses.csail.mit.edu/6.034f/ai3/msri.pdf Boosting (Shapiri paper)]  || 4 || Workin' together, Ike and Tina Turner
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! November !!Day!! Topic !! Quiz #!! Playlist
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| 4 || Wed || Architecture: <!--[http://courses.csail.mit.edu/6.034f/ai3/Emotionmachine.pdf Slides] <br>-->GPS, [http://courses.csail.mit.edu/6.034f/ai3/SOAR.pdf SOAR],  [http://courses.csail.mit.edu/6.034f/ai3/Subsumption.pdf Subsumption], [http://web.media.mit.edu/~minsky/eb5.html Society of Mind]|| 4srn || Thus spake Zarathustra, Strauss
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|-
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| 1 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses]
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| 6 || Fri || Stefanie Jegelka: Machine learning || 4srn || -
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|| 3srn || Shippin up to Boston, Dropkick Murphys <!-- Imma Be Rocking that Body, Peas -->
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| 4 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/boosting.pdf Boosting (Winston and Ortiz notes)], [http://courses.csail.mit.edu/6.034f/ai3/msri.pdf Boosting (Shapiri paper)] || 4 || Workin' together, Ike and Tina Turner
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| 9 || Mon || <!--[http://courses.csail.mit.edu/6.034f/ai3/Rightway.pdf Slides]
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<br>-->[http://groups.csail.mit.edu/genesis/trilogy.html The strong story hypothesis: more than you want to know]|| 4srn || Big Drum, Kodo
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| 6 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Selections from the Black Watch, aka The Ladies from Hell
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| 11 || Wed || Holiday: Columbus day || - || -
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| 8 || Fri || Boris Katz: Watson, Siri, and understanding English || 3srn || -
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| 13 || Fri || Pawan Sinha: What the newly sighted see || 4srn || -
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| 11 || Mon || Holiday: Veterans day || - | -
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| 16 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Tumbling Dice, Stones
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| 13 || Wed|| Architecture: <!--[http://courses.csail.mit.edu/6.034f/ai3/Emotionmachine.pdf Slides] <br>-->GPS, [http://courses.csail.mit.edu/6.034f/ai3/SOAR.pdf SOAR],  [http://courses.csail.mit.edu/6.034f/ai3/Subsumption.pdf Subsumption], [http://web.media.mit.edu/~minsky/eb5.html Society of Mind]|| 3srn || Thus spake Zarathustra, Strauss
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| 18 || Wed || Quiz 3 || - || -
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| 15 || Fri || Quiz 3 || - || -
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| 20 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Searchin', Coasters
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| 18 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || <!--Oh No, Not You Again, Stones-->
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| 23 || Mon || Vikash Mansinghka: Statistical systems || 4srn || Hallelujah Chorus
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| 20 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Tumbling Dice, Stones
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| 25 || Wed || The AI Biz  || - || Money, Money, ABBA
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| 22 || Fri || Vikash Mansinghka: Statistical systems || 4srn ||
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| 27 || Fri || Holiday: Thanksgiving || - || -
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| 25 || Mon || Pawan Sinha: Vision restored || 4srn || -
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| 30 || Mon || Boris Katz: Siri, Watson, language || 4srn || -
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| 27 || Wed || The AI Business  || - || Money, money, ABBA
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! December !!Day!! Topic !! Quiz #!! Playlist
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| 30 || Fri || Holiday: Thanksgiving || - || -
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| 2 || Wed || Quiz 4 || - || -
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! December !!Day!! Topic !! Quiz #!! Playlist
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| 4 || Fri || Julie Shah: Cooperative robots || Final bonus srn || -
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| 2 || Mon|| <!--[http://courses.csail.mit.edu/6.034f/ai3/Rightway.pdf Slides]
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| 7 || Mon || Five hypotheses + self-organizing maps, cross-modal clustering, and more || Final bonus srn || -
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<br>-->[http://groups.csail.mit.edu/genesis/trilogy.html Five Hypotheses: more than you want to know]|| 4srn || Ode to Joy, Ninth Symphony, Beethoven
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| 4 || Wed || To be determined || 4srn || -
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| 9 || Wed || How to prepare for the final, the future, what to take next,
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<!--[http://courses.csail.mit.edu/6.034f/ai3/Farewell2011.pdf Slides] <br> --> || Final bonus srn ||
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Don't stop, Stones
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| 6 || Fri || Quiz 4|| - || -
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| 11 || Fri ||- || - || -
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| 4 || Mon || To be determined || - || -
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| 14 || Mon ||- || - || -
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| 11 || Wed || The final, the future, what to take next, <!--[http://courses.csail.mit.edu/6.034f/ai3/Farewell2011.pdf Slides] <br> --> [http://courses.csail.mit.edu/6.034f/ai3/coen-short.pdf Cross-modal clustering] || - || Don't stop, Stones
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| 16 || Wed || Final, Johnson, 9-12 || - || -

Revision as of 23:33, 3 December 2015

Topics and Playlist 2015

Assignment of material to quizzes is tentative, but final assignment will be announced well before each quiz.

srn in an assignment means the material will be in the "spiritual" and "right-now" part of the quiz. See Grading and collaboration policy.

September Day Topic Quiz # Playlist
9 Wed What it's all about Start me up, Stones
11 Fri Goal trees and problem solving 1 This could be the last time, Stones
14 Mon Rule-based expert systems (pp.53-60) 1 It's Only Rock and Roll
16 Wed Lightning review: Basic search 1 Searchin', Beatles
Route 66, Stones
18 Fri Optimal search 1 Trouble, Keith Richards
21 Mon Games 1 Olympic Anthem
23 Wed Constraints in interpretation 2srn I Can't Get No Satisfaction, Stones
25 Fri Constraints in resource allocation 2 Paint it Black, Stones
28 Mon Gerald J. Sussman: Propagator systems 2srn -
30 Wed Quiz 1 - -
October Day Topic Quiz # Playlist
1 Fri Nearest neighbor learning /Sleep 2 ABC song, Ray Charles et al.
5 Mon Identification tree learning 2 -
7 Wed Genetic algorithms 2srn Let's spend the night together, Stones
9 Fri Edward Boyden: Real neural nets 2srn -
12 Mon Holiday: Columbus day - -
13 Tue Neural net learning 3 19th Nervous Breakdown, Stones
14 Wed Deep neural nets 3srn Ain't no mountain high enough, Marvin Gaye
16 Fri Nancy Kanwisher: What lights up when you think 2srn -
19 Mon Learning in sparse spaces 3/3srn You talk too much, Peas
21 Wed Quiz 2 - -
23 Fri Learning from near misses 3/3srn Miss You, Stones
26 Mon Support-vector machines, SVM (and Boosting) Notes 3 Oh no, not you again, Stones
28 Wed Representation 3srn Engineer's Song, Chorallaries
30 Fri Mathew Wilson: What rats think about 3srn -
November Day Topic Quiz # Playlist
2 Mon Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) 4 Workin' together, Ike and Tina Turner
4 Wed Architecture: GPS, SOAR, Subsumption, Society of Mind 4srn Thus spake Zarathustra, Strauss
6 Fri Stefanie Jegelka: Machine learning 4srn -
9 Mon The strong story hypothesis: more than you want to know 4srn Big Drum, Kodo
11 Wed Holiday: Columbus day - -
13 Fri Pawan Sinha: What the newly sighted see 4srn -
16 Mon Lightning review: Probability 4 Tumbling Dice, Stones
18 Wed Quiz 3 - -
20 Fri Probabilistic inference 4 Searchin', Coasters
23 Mon Vikash Mansinghka: Statistical systems 4srn Hallelujah Chorus
25 Wed The AI Biz - Money, Money, ABBA
27 Fri Holiday: Thanksgiving - -
30 Mon Boris Katz: Siri, Watson, language 4srn -
December Day Topic Quiz # Playlist
2 Wed Quiz 4 - -
4 Fri Julie Shah: Cooperative robots Final bonus srn -
7 Mon Five hypotheses + self-organizing maps, cross-modal clustering, and more Final bonus srn -
9 Wed How to prepare for the final, the future, what to take next, Final bonus srn

Don't stop, Stones

11 Fri - - -
14 Mon - - -
16 Wed Final, Johnson, 9-12 - -
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