Reference material
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= Topics and Playlist 2012 = | = Topics and Playlist 2012 = | ||
| - | Assignment of material to quizzes is tentative, but final assignment will be announced well before each quiz. | + | Assignment of material to quizzes is tentative, but final assignment will be announced |
| + | well before each quiz. | ||
| + | |||
| + | <i>s</i> in an assignment means the material will be in the "spiritual" part of the | ||
| + | quiz. See [[Grading and collaboration policy]]. | ||
{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;" | {| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;" | ||
Revision as of 20:31, 26 September 2012
Topics and Playlist 2012
Assignment of material to quizzes is tentative, but final assignment will be announced well before each quiz.
s in an assignment means the material will be in the "spiritual" part of the quiz. See Grading and collaboration policy.
| September | Day | Topic | Quiz # | Playlist |
|---|---|---|---|---|
| 5 | Wed | What it's all about | Start me up, Stones | |
| 10 | Mon | Goal trees and problem solving | 1 | This could be the last time, Stones |
| 12 | Wed | Rule-based expert systems (pp.53-60) | 1 | Engineer's Song, Chorallaries |
| 14 | Fri | Basic search | --- | Searchin', Beatles |
| 17 | Mon | Optimal search | 1 | Route 66, Stones |
| 19 | Wed | Games | 1 | It's Only Rock and Roll, Stones |
| 24 | Mon | Constraints in interpretation | 2s | I Can't Get No Satisfaction, Stones |
| 26 | Wed | Quiz 1 | - | - |
| October | Day | Topic | Quiz # | Playlist |
| 1 | Mon | Constraints in resource allocation | 2 | Paint it Black, Stones |
| 3 | Wed | Constraints in recognition | 2s | The First Time I Saw your Face, Presley |
| 5 | Fri | Gerald J. Sussman: Propagator systems | 2s | |
| 10 | Wed | Nearest neighbor learning /Sleep | 2 | |
| 12 | Fri | Identification tree learning | 2 | |
| 15 | Mon | Neural net learning | 3 | 19th Nervous Breakdown, Stones |
| 17 | Wed | Genetic algorithms | 3s | Let's spend the night together, Stones |
| 19 | Fri | Edward Boyden: Real neural nets | 3s | |
| 22 | Mon | Learning in sparse spaces | 3s | You talk too much, Peas |
| 24 | Wed | Quiz 2 | - | - |
| 26 | Fri | To be determined | 3s | |
| 29 | Mon | Support-vector machines, SVM (and Boosting) Notes | 3 | Get a little help from my friends, Beatles |
| 31 | Wed | Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) | 4 | Workin' together, Ike and Tina Turner |
| November | Day | Topic | Quiz # | Playlist |
| 2 | Fri | Professor Nancy Kanwisher: watching the brain at work Less than you want to know Maybe more than you want to know | 4s | Happy, Stones |
| 5 | Mon | Learning from near misses | 4s | Imma Be Rocking that Body, Peas |
| 7 | Wed | GPS, SOAR, Subsumption, Society of Mind | 4s | Thus spake Zarathustra, Strauss |
| 9 | Fri | To be determined | 4s | |
| 14 | Wed | Quiz 3 | - | - |
| 16 | Fri | To be determined | 4s | |
| 19 | Mon | Representation | 4s | Selections from the Black Watch, aka The Ladies from Hell |
| 21 | Wed | The AI Business | - | Money, money, ABBA |
| 26 | Mon | Probabilistic inference I | 4 | |
| 28 | Wed | Probabilistic inference II | 4 | Tumbling Dice, Stones |
| 30 | Fri | Vikash Mansinghka: Statistical systems | 4s | |
| December | Day | Topic | Quiz # | Playlist |
| 3 | Mon | Hypotheses: more than you want to know | 4s | Ode to Joy, Ninth Symphony, Beethoven |
| 5 | Wed | Quiz 4 | - | - |
| 10 | Mon | Cross-modal clustering: less and more than you want to know | 4s | Don't stop, Stones |
