Negative Dependence, Stable Polynomials etc in ML Part 1 STEFANIE - PowerPoint PPT Presentation

Dec 10, 2023 •10 likes •352 views

Negative Dependence, Stable Polynomials etc in ML Part 1 STEFANIE JEGELKA & SUVRIT SRA Dept of EECS & CSAIL Massachusetts Institute of Technology Neural information Processing Systems, 2018 ml.mit.edu Negative Dependence

Negative Dependence,   Stable Polynomials etc in ML Part 1 STEFANIE JEGELKA & SUVRIT SRA Dept of EECS & CSAIL Massachusetts Institute of Technology Neural information Processing Systems, 2018 ml.mit.edu

Recommend

Negative Dependence, Stable Polynomials etc in ML Part 2 SUVRIT SRA & STEFANIE JEGELKA

Negative Dependence, Stable Polynomials etc in ML Part 2 SUVRIT SRA & STEFANIE JEGELKA Laboratory for Information and Decision Systems Massachusetts Institute of Technology Neural information Processing Systems, 2018 ml.mit.edu

790 views • 31 slides

Refined dual stable Grothendieck polynomials and generalized Bender-Knuth involutions Gaku Liu

What is a dual stable Grothendieck polynomial? Generalized BK involutions Refined dual stable Grothendieck polynomials Refined dual stable Grothendieck polynomials and generalized Bender-Knuth involutions Gaku Liu Joint work with Pavel

841 views • 69 slides

Measuring Dependence and Conditional Dependence with Kernels Kenji Fukumizu The Institute of

Measuring Dependence and Conditional Dependence with Kernels Kenji Fukumizu The Institute of Statistical Mathematics, Japan June 25, 2014. ICML 2014, Causality Workshop 1 2 Introduction Dependence Measures Dependence measures and

954 views • 32 slides

Linear dependence and independence Linear dependence 1 Definition (linear (in)dependence) Let {

L INEAR A LGEBRA Berkant Ustao glu CRYPTOLOUNGE . NET Linear dependence and independence Linear dependence 1 Definition (linear (in)dependence) Let { v 1 , v 2 , . . . , v k } be a set of vectors. If v k = a 1 v 1 + a 2

383 views • 25 slides

Small-span characteristic polynomials of integer symmetric matrices James McKee (RHUL) ANTS 9,

Small-span characteristic polynomials of integer symmetric matrices James McKee (RHUL) ANTS 9, July 20, 2010 PLAN ISMs, characteristic polynomials, minimal polynomials 1/1729 PLAN ISMs, characteristic polynomials, minimal polynomials

906 views • 71 slides

Stable Marriage Problem Stable Marriage Problem Small town with n boys and n girls. Stable

Stable Marriage Problem Stable Marriage Problem Small town with n boys and n girls. Stable Marriage Problem Small town with n boys and n girls. Each girl has a ranked preference list of boys. Stable Marriage Problem Small town

1.93k views • 150 slides

The symmetry and Schur expansion of dual stable Grothendieck polynomials Pavel Galashin MIT

The symmetry and Schur expansion of dual stable Grothendieck polynomials Pavel Galashin MIT October 7, 2015 Joint work with Gaku Liu and Darij Grinberg Pavel Galashin (MIT) Dual stable Grothendieck polynomials October 7, 2015 1 / 25 Part

1.13k views • 95 slides

Treating Tobacco Treating Tobacco Treating Tobacco Treating Tobacco Dependence and Providing

Treating Tobacco Treating Tobacco Treating Tobacco Treating Tobacco Dependence and Providing Dependence and Providing Dependence and Providing Dependence and Providing Smoking Cessation Services: Smoking Cessation Services: What Have We

648 views • 46 slides

Control-dependence Analysis 2 Control-dependence Analysis 1. Introduction (motivation, overview)

Class 4 Basic Analyses (4) Assign (see Schedule for links) Readings Control/program-dependence analysis Static single assignment and control dependence Problem Set 2: due 9/1/09 1 Control-dependence Analysis 2

258 views • 12 slides

More refined representations Control dependence graph Problem: control-flow edges in CFG

The Negative Marker in Romanian Negative Concord Gianina Iord achioaia Seminar f ur

The Negative Marker in Romanian Negative Concord Gianina Iord achioaia Seminar f ur Sprachwissenschaft University of T ubingen 5th CoGETI - Workshop 24-25 November 2006, Heidelberg The Negative Marker in Romanian Negative Concord

642 views • 18 slides

From Eulerian Polynomials and Chromatic Polynomials to Hessenberg Varieties Michelle Wachs

From Eulerian Polynomials and Chromatic Polynomials to Hessenberg Varieties Michelle Wachs University of Miami 1 1 1 1 4 1 1 11 11 1 1 26 66 26 1 Eulerian polynomials - Eulers definition t t i = 1 t i 1 Eulerian

991 views • 69 slides

Quadratic functions Elementary Functions In the last lecture we studied polynomials of simple form

Quadratic functions Elementary Functions In the last lecture we studied polynomials of simple form f ( x ) = mx + b. Now we move on to a more interesting case, polynomials of degree 2, the Part 2, Polynomials quadratic polynomials. Lecture

489 views • 9 slides

Unimodality of q -Eulerian polynomials and q , p -Eulerian polynomials Michelle Wachs University

Unimodality of q -Eulerian polynomials and q , p -Eulerian polynomials Michelle Wachs University of Miami Joint work with John Shareshian and with Anthony Henderson Eulerian numbers and Eulerian polynomials Eulerian numbers: a n , j := |{

719 views • 43 slides

Universality for zeros of random polynomials Motivation Random polynomials Turgay Bayraktar

Universality for zeros of random polynomials Turgay Bayraktar Universality for zeros of random polynomials Motivation Random polynomials Turgay Bayraktar Random Holomorphic Sections Syracuse University Further Study Asymptotic

835 views • 56 slides

Advances in Knot Polynomials 21 October 2016 Advances in Knot Polynomials 21 October 2016 1 /

Advances in Knot Polynomials 21 October 2016 Advances in Knot Polynomials 21 October 2016 1 / 49 ABSTRACT Review of achievements and problems in the theory of colored knot polynomials. Accent is on the current mystery around the differential

763 views • 49 slides

Association of dietary quality and risk of cardiovascular disease and mortality in 218,000 people

Association of dietary quality and risk of cardiovascular disease and mortality in 218,000 people from over 50 countries Andrew Mente, on behalf of the PURE, ONTARGET, TRANSCEND, INTERHEART and INTERSTROKE investigators Duality of Interests

156 views • 14 slides

COVID-19 Federal Business Relief Kevin McKenney & Jeff Lambert NDA Webinar: COVID-19 Federal

COVID-19 Federal Business Relief Kevin McKenney & Jeff Lambert NDA Webinar: COVID-19 Federal Business Relief April 17, 2020 Kevin McKenney Director of Government Affairs kmckenney@demolitionassociation.com AGENDA Background on

699 views • 19 slides

1 Class Diagrams and Entity Relationship Diagrams (ERD) Class diagrams and ERDs both model the

Tutorial W eek 7 - Class and Entity-Relationship Diagram s 1 Class Diagrams and Entity Relationship Diagrams (ERD) Class diagrams and ERDs both model the structure of a system. Class diagrams represent the dynamic aspects of a system: both

168 views • 14 slides

1 Graph Neural Network for 3D Multi-Object Tracking Xinshuo Weng, Yongxin Wang, Yunze Man, Kris

1 Graph Neural Network for 3D Multi-Object Tracking Xinshuo Weng, Yongxin Wang, Yunze Man, Kris Kitani Robotics Institute, Carnegie Mellon University European Conference on Computer Vision (ECCV) Workshops 2 Standard 3D MOT Pipeline Sensor

284 views • 16 slides

Practic Pra ctical al Experi perience ence to He o Help lp You our r Bu Busi siness

Reopening opening the e Wor orkplac kplace: e: Resour source ces, s, Be Best st Pra Practices, ctices, and Practic Pra ctical al Experi perience ence to He o Help lp You our r Bu Busi siness ness Th Thriv rive May 20,

393 views • 24 slides

Automorphisms of association schemes whose relations are of valency one or three Mitsugu

Automorphisms of association schemes whose relations are of valency one or three Mitsugu Hirasaka Department of Mathematics Pusan National University Joint Work with Jeong Rye Park June 2-5, 2014 Modern Trends in Algebraic Graph Theory at

165 views • 15 slides

Tobacco Use and Dependence A global non-profit organization of providers dedicated to the

Association for the Treatment of Tobacco Use and Dependence A global non-profit organization of providers dedicated to the promotion of and increased access to evidence-based tobacco treatment for the tobacco user. www.attud.org Who we are

415 views • 18 slides

The Association of Former Students 2011 Winter Leadership Council Meeting February 26, 2011

The Association of Former Students 2011 Winter Leadership Council Meeting February 26, 2011 Welcome Porter S. Garner III 79 President and CEO www.AggieNetwork.com/LeadershipCouncil Invocation Meagen Massengale 11 Chaplain, Texas

1.09k views • 77 slides

More recommend

Explore More Topics

Stay informed with curated content and fresh updates.

animals pets art culture automotive transportation business finance computer internet construction architecture education-career electronics communication

Negative Dependence, Stable Polynomials etc in ML Part 1 STEFANIE - PowerPoint PPT Presentation

Negative Dependence, Stable Polynomials etc in ML Part 1 STEFANIE JEGELKA & SUVRIT SRA Dept of EECS & CSAIL Massachusetts Institute of Technology Neural information Processing Systems, 2018 ml.mit.edu Negative Dependence

Negative Dependence, Stable Polynomials etc in ML Part 2 SUVRIT SRA & STEFANIE JEGELKA

Refined dual stable Grothendieck polynomials and generalized Bender-Knuth involutions Gaku Liu

Measuring Dependence and Conditional Dependence with Kernels Kenji Fukumizu The Institute of

Linear dependence and independence Linear dependence 1 Definition (linear (in)dependence) Let {

Small-span characteristic polynomials of integer symmetric matrices James McKee (RHUL) ANTS 9,

Stable Marriage Problem Stable Marriage Problem Small town with n boys and n girls. Stable

The symmetry and Schur expansion of dual stable Grothendieck polynomials Pavel Galashin MIT

Treating Tobacco Treating Tobacco Treating Tobacco Treating Tobacco Dependence and Providing

Control-dependence Analysis 2 Control-dependence Analysis 1. Introduction (motivation, overview)

More refined representations Control dependence graph Problem: control-flow edges in CFG

The Negative Marker in Romanian Negative Concord Gianina Iord achioaia Seminar f ur

From Eulerian Polynomials and Chromatic Polynomials to Hessenberg Varieties Michelle Wachs

Quadratic functions Elementary Functions In the last lecture we studied polynomials of simple form

Unimodality of q -Eulerian polynomials and q , p -Eulerian polynomials Michelle Wachs University

Universality for zeros of random polynomials Motivation Random polynomials Turgay Bayraktar

Advances in Knot Polynomials 21 October 2016 Advances in Knot Polynomials 21 October 2016 1 /

Association of dietary quality and risk of cardiovascular disease and mortality in 218,000 people

COVID-19 Federal Business Relief Kevin McKenney & Jeff Lambert NDA Webinar: COVID-19 Federal

1 Class Diagrams and Entity Relationship Diagrams (ERD) Class diagrams and ERDs both model the

1 Graph Neural Network for 3D Multi-Object Tracking Xinshuo Weng, Yongxin Wang, Yunze Man, Kris

Practic Pra ctical al Experi perience ence to He o Help lp You our r Bu Busi siness

Automorphisms of association schemes whose relations are of valency one or three Mitsugu

Tobacco Use and Dependence A global non-profit organization of providers dedicated to the

The Association of Former Students 2011 Winter Leadership Council Meeting February 26, 2011

Explore More Topics

Sambuz

Useful Links

Newsletter

Mail Us

Negative Dependence, Stable Polynomials etc in ML Part 1 STEFANIE - PowerPoint PPT Presentation

Negative Dependence, Stable Polynomials etc in ML Part 1 STEFANIE JEGELKA & SUVRIT SRA Dept of EECS & CSAIL Massachusetts Institute of Technology Neural information Processing Systems, 2018 ml.mit.edu Negative Dependence

Negative Dependence, Stable Polynomials etc in ML Part 2 SUVRIT SRA &amp; STEFANIE JEGELKA

Refined dual stable Grothendieck polynomials and generalized Bender-Knuth involutions Gaku Liu

Measuring Dependence and Conditional Dependence with Kernels Kenji Fukumizu The Institute of

Linear dependence and independence Linear dependence 1 Definition (linear (in)dependence) Let {

Small-span characteristic polynomials of integer symmetric matrices James McKee (RHUL) ANTS 9,

Stable Marriage Problem Stable Marriage Problem Small town with n boys and n girls. Stable

The symmetry and Schur expansion of dual stable Grothendieck polynomials Pavel Galashin MIT

Treating Tobacco Treating Tobacco Treating Tobacco Treating Tobacco Dependence and Providing

Control-dependence Analysis 2 Control-dependence Analysis 1. Introduction (motivation, overview)

More refined representations Control dependence graph Problem: control-flow edges in CFG

The Negative Marker in Romanian Negative Concord Gianina Iord achioaia Seminar f ur

From Eulerian Polynomials and Chromatic Polynomials to Hessenberg Varieties Michelle Wachs

Quadratic functions Elementary Functions In the last lecture we studied polynomials of simple form

Unimodality of q -Eulerian polynomials and q , p -Eulerian polynomials Michelle Wachs University

Universality for zeros of random polynomials Motivation Random polynomials Turgay Bayraktar

Advances in Knot Polynomials 21 October 2016 Advances in Knot Polynomials 21 October 2016 1 /

Association of dietary quality and risk of cardiovascular disease and mortality in 218,000 people

COVID-19 Federal Business Relief Kevin McKenney &amp; Jeff Lambert NDA Webinar: COVID-19 Federal

1 Class Diagrams and Entity Relationship Diagrams (ERD) Class diagrams and ERDs both model the

1 Graph Neural Network for 3D Multi-Object Tracking Xinshuo Weng, Yongxin Wang, Yunze Man, Kris

Practic Pra ctical al Experi perience ence to He o Help lp You our r Bu Busi siness

Automorphisms of association schemes whose relations are of valency one or three Mitsugu

Tobacco Use and Dependence A global non-profit organization of providers dedicated to the

The Association of Former Students 2011 Winter Leadership Council Meeting February 26, 2011

Explore More Topics

Sambuz

Useful Links

Newsletter

Mail Us

Negative Dependence, Stable Polynomials etc in ML Part 2 SUVRIT SRA & STEFANIE JEGELKA

COVID-19 Federal Business Relief Kevin McKenney & Jeff Lambert NDA Webinar: COVID-19 Federal