Lecture 2: Maximum likelihood and regularization - 20124221 ...
6 Pages
English
Downloading requires you to have access to the YouScribe library
Learn all about the services we offer

Lecture 2: Maximum likelihood and regularization - 20124221 ...

-

Downloading requires you to have access to the YouScribe library
Learn all about the services we offer
6 Pages
English

Description

  • cours magistral
Lecture 2: Maximum likelihood and regularization 20124221: Introduction to Statistical Machine Learning Instructor: Greg Shakhnarovich TTI-Chicago / Weizmann Institute of Science January 3, 2012 Greg Shakhnarovich (TTIC/WIS) Lecture 2: Maximum likelihood and regularization January 3, 2012 1 / 48
  • error decomposition estimate
  • rough plan of attack
  • function minimization problem
  • review review
  • approximation error
  • empirical risk minimization
  • statistical view of regression
  • best predictor
  • model

Subjects

Informations

Published by
Reads 28
Language English

Exrait

A & S Faculty Committees 2010-2011
Committee Chair of Faculty- 2 yr term Vice-Chairman & Secretary Steering Committee3 yr term1 ea div Humanities: (3) Natural Sciences (3) Social Sciences (3) Rules Committee3 yr term 1 ea div Humanities (1) Natural Sciences (1) Social Sciences (1)
Name Jim Sheppard Jim Durig
Tom Stroik Jennifer Martin Michael Frisch Steve Driever Wei Ji Richard Murphy Pellom McDaniels Shannon Jackson Cathleen Burnett
Nacer Khelouz Kati Kadnikova Lou Potts
Department Philosophy Chemistry
English Theatre AUPD Geosciences Geosciences Physics History Sociology CJC
Foreign Languages Chemistry History
Phone # 2813 6038
2562 2269 6369 2971 2981 2509 1339 2517 1600
5996 5937 2873
Term Expires 2012 2011
2013 2011 2012 2013 2011 2012 2013 2011 2012
2012 2013 2011
A & S Faculty Committees 2010-2011 Curriculum Committee- 3 yrtermno 2 from same dept Humanities (3)Anthony ShiuEnglish  JimSheppard Philosophy  ScottBaker (Chair)Foreign Languages Natural Sciences (3)Dan McIntoshPhysics  SteveDriever Geosciences  JerryDias Chemistry Social Sciences (3)Leah GensheimerPsychology  BillAshworth History  Willbe appointed by SteeringIn the 2011 election, that Committee for a 1 yr termterm will be stated to run Alex Holsingeronly through 2012. Academic Standards- 3 yrtermno 2 from same dept Humanities (3)Laurie EllinghausenEnglish  RebeccaLee ForeignLanguages  GeneFriedman Theatre Natural Sciences (3)John Van HornChemistry  JimmyAdegoke Geosciences  SteveDriever Geosciences Social Sciences (3)Kim BennettPsychology  BobEvanson PoliticalScience  LindaBreytspraak Sociology
5205 2813 2823 1604 2971 2284 1065 2550
6032 2827 2773 6327 2978 2971 6370 5217 2514
2013 2011 2012 2013 2011 2012 2013 2011
2013 2011 2012 2013 2011 2012 2013 2011 2012
A & S Faculty Committees 2010-2011
Budget Committee Natural Science Social Science Humanities From Steering Committee From Curriculum From Academic Standards At Large Committee of Chairs Dean’s P&T Advisory3 yr term Natural Sciences (1) Social Science (1) Humanities (1)
Kathleen Kilway Jim Sturgeon Jeff Rydberg-Cox To be appointed To be appointed To be appointed To be appointed Joy Swallow Kati Toivanen Kathleen Kilway Carol Koehler Ken Novak Jim Sturgeon Jeff Rydberg-Cox Kathy Krause Jimmy Adegoke
Richard Murphy Wayne Lucas Louis Imperiale
Chemistry 2280 Econ 2837 English 2560 Incumb. R. Murphy Steve Driever Bob Evanson Gary Ebersole AUPD MonicaNandan Art HistoryGary Ebersole Chemistry JieChen Communication StudiesClancy Martin CJC MichaelKruger Econ HarrisMirkin English TameraMurdock Foreign LanguagesLinda Breytspraak Geosciences TomMardikes Physics 2509 CJC 1598 Foreign Languages2822
2013 2011 2012 Social Work History Math Philosophy Physics Political Science Psychology Sociology Theatre
2013 2011 2012
A & S Faculty Committees 2010-2011 Promotion & Tenure3 yr.terms Humanities (1)Joan Dean Social SciencesDennis Merrill Natural SciencesJosh Peng UMKC Senate2 yr termsAt Large (1)Pellom McDaniels Natural ScienceJosh Peng Humanities ScottBaker Social SciencesHarris Mirkin A&S Faculty ChairmanJim Sheppard Grad Council Reps3 yrstaggered elections Humanities LaurieEllinghausen Social SciencesMat Forstater Natural SciencesJimmy Adegoke Undergrad Council Reps  GayleLevy  HarrisMirkin  FredLeibsle
English History Chemistry History Chemistry Foreign Languages Political Science Philosophy English Econ Geosciences Foreign Languages Political Science Physics
2555 2542 2288
1339 2288 2823 2792 2813
6032 5862 2978
2820 2792 2502
2013 2011 2012 2012 2012 2012 2012 2012 2013 2011 2012 2013 2011 2012
A & S Faculty Committees 2010-2011
Academic Grievance Hearing 3 yr term: one rep from any division Research Dishonesty3 yr term: 3 reps from any combination of div. Advisory Committee on Tenure (dismissal for cause) 3-yr term, 3 reps any div. Program Evaluation3 yr term3 reps any div
Paul Tosh
Clancy Martin Larson Powell Jejung Lee
Peter Morello Josh Peng Noah Rhee
Paul Tosh Steve Dilks
 GayleLevy Research Adv.3yr term1David Van Horn rep any div Univ. Assessment3 yr term-1 rep ea div Social SciencesLinda Breytspraak Humanities JenniferPhegley Natural SciencesFred Leibsle Provost assignedJerry Jean Provost assignedMiriam Forman-Brunell
Art History
Philosophy Foreign Languages Geosciences
Communication Studies Chemistry Math
Art History English
Foreign Lang Chemistry Sociology English Physics Chemistry History
6204
2817 1316 6495
2532 2288 2854
6204 2556
2820 6327
2514 5973 2502 2295 5220
2011
2011 2011 2011
2011 2011 2011 2011 2012 (2013) to effect the staggering in terms, election to fill seat in 2010 will be for 1 yr. term. 2012 2011 2013 2011 2012 5/31/13 5/31/13
A & S Faculty Committees 2010-2011
Writing Board Campus Undergrad Curriculum
Richard Delaware Nathan Oyler
Fred Leibsle Kati Toivanen Harris Mirkin
Shona Wray Alice Reckley
Physics Art History Political Science
Michael McDonald
2502 6203 2792
Diane Mutti-Burke
2013 2011 2012