higher order models in network science
play

Higher Order Models in Network Science A NetSci 2014 satellite - PowerPoint PPT Presentation

Jul 03, 2023 •448 likes •627 views

Higher Order Models in Network Science A NetSci 2014 satellite workshop organized by Renaud Lambiotte University of Namur, Belgium Martin Rosvall Icelab, University of Umea, Sweden Ingo Scholtes Chair of Systems Design, ETH Zrich, Switzerland

  1. Higher ‐ Order Models in Network Science A NetSci 2014 satellite workshop organized by Renaud Lambiotte University of Namur, Belgium Martin Rosvall Icelab, University of Umea, Sweden Ingo Scholtes Chair of Systems Design, ETH Zürich, Switzerland

  2. Stochastic Block Models Tiago de Paula Peixoto

  3. Stochastic Block Models Aaron Clauset

  4. Network Evolution Jure Leskovec

  5. Network Evolution Hiroki Sayama

  6. Network Evolution Hilla Brot

  7. Temporal Dynamics Luis E C Rocha

  8. Temporal Dynamics Renaud Lambiotte

  9. Temporal Dynamics Ludvig Bohlin

  10. Temporal Dynamics [ Add Selfie here ] Ingo Scholtes

  11. Higher ‐ Order Network Measures Michael Schaub

  12. Multilevel Networks and Multiplexity Guido Caldarelli

  13. Limitations of Network Models Frank Schweitzer

  14. Real ‐ world data are complex Michael Szell

  15. Real ‐ world data are complex Adrien Friggeri

  16. The End … Thank You! @speakers: please send slides to ischoltes@ethz.ch slides will be made available at hons.netsci2014.net

Recommend

Outline Higher Order Statistics First, second and higher-order statistics Matthias Hennig

Outline Higher Order Statistics First, second and higher-order statistics Matthias Hennig

Outline Higher Order Statistics First, second and higher-order statistics Matthias Hennig Generative models, recognition models Neural Information Processing Sparse Coding School of Informatics, University of Edinburgh Independent Components

358 views • 9 slides
York University www.cs.york.ac.uk/~ndm First order vs Higher order Higher order:

York University www.cs.york.ac.uk/~ndm First order vs Higher order Higher order:

First Order Haskell Neil Mitchell York University www.cs.york.ac.uk/~ndm First order vs Higher order Higher order: functions are values Can be passed around Stored in data structure Harder for reasoning and analysis More

483 views • 15 slides
Why higher-order logic? Higher-Order logic Expressive Mathematics Verification

Why higher-order logic? Higher-Order logic Expressive Mathematics Verification

Extending SMT solvers to higher-order logic Haniel Barbosa Andrew Reynolds Daniel El Ouraoui Clark Barrett Cesare Tinelli SMT 2019 20190707, Lisbon, PT To be published in the proceedings of CADE 2019 Why higher-order logic?

569 views • 25 slides
Higher order complexity Hugo Fre Mathieu Hoyrup CCA 2013 Hugo Fre Higher order

Higher order complexity Hugo Fre Mathieu Hoyrup CCA 2013 Hugo Fre Higher order

Background & motivation Higher order strategies Higher order Turing machines Computable analysis Conclusion Higher order complexity Hugo Fre Mathieu Hoyrup CCA 2013 Hugo Fre Higher order complexity 1/12 Background &

383 views • 15 slides
Higher-order Interpretations for Higher-order Complexity Emmanuel Hainry & Romain Pchoux

Higher-order Interpretations for Higher-order Complexity Emmanuel Hainry & Romain Pchoux

Higher-order Interpretations for Higher-order Complexity Emmanuel Hainry & Romain Pchoux DICE-FOPARA, 22-23 april 2017 CNRS, INRIA, Universit de Lorraine & LORIA, Nancy, France 1 Introduction First-order computability and

801 views • 46 slides
Recursion and Induction: Higher Order Functions Greg Plaxton Theory in Programming Practice,

Recursion and Induction: Higher Order Functions Greg Plaxton Theory in Programming Practice,

Recursion and Induction: Higher Order Functions Greg Plaxton Theory in Programming Practice, Spring 2005 Department of Computer Science University of Texas at Austin Higher Order Functions A higher order function is a function that takes a

290 views • 13 slides
Towards Higher-Order Abstract Syntax in Cedille Work in Progress Aaron Stump Computer Science

Towards Higher-Order Abstract Syntax in Cedille Work in Progress Aaron Stump Computer Science

Towards Higher-Order Abstract Syntax in Cedille Work in Progress Aaron Stump Computer Science The University of Iowa Iowa City, Iowa LFMTP 2019 1 / 20 HOAS, the long road From higher-order constructs for quantification [Church 1940]

406 views • 37 slides
Higher-order Interpretations for Higher-order Complexity Emmanuel Hainry & Romain Pchoux

Higher-order Interpretations for Higher-order Complexity Emmanuel Hainry & Romain Pchoux

Higher-order Interpretations for Higher-order Complexity Emmanuel Hainry & Romain Pchoux LPAR, 11 may 2017 CNRS, INRIA, Universit de Lorraine & LORIA, Nancy, France 1 Introduction First-order computability and complexity

665 views • 39 slides
The Role of Higher-order Models in Robotics and its Reasoning Challenges Herman Bruyninckx,

The Role of Higher-order Models in Robotics and its Reasoning Challenges Herman Bruyninckx,

The Role of Higher-order Models in Robotics and its Reasoning Challenges Herman Bruyninckx, RobMoSys project KU Leuven TU Eindhoven MODELS 2019, 17 September, 2019, M unchen RobMoSys Review: WP2 Feb. 20, 2018, Luxembourg 1 RobMoSys

733 views • 19 slides
Chapter 5: Modeling with Higher-Order Differential Equations Department of Electrical Engineering

Chapter 5: Modeling with Higher-Order Differential Equations Department of Electrical Engineering

Linear Models: Initial-Value Problems Nonlinear Models Summary Chapter 5: Modeling with Higher-Order Differential Equations Department of Electrical Engineering National Taiwan University ihwang@ntu.edu.tw October 29, 2013 1 / 25 DE

521 views • 25 slides
Higher-Order Functions and Recursive Types in PVS Higher-Order

Higher-Order Functions and Recursive Types in PVS Higher-Order

Higher-Order Functions and Recursive Types in PVS Higher-Order functions and Recursive Types in PVS Sam Owre owre@csl.sri.com URL: http://www.csl.sri.com/owre/ Computer Science Laboratory SRI International

594 views • 31 slides
Higher Order Statistics Matthias Hennig School of Informatics, University of Edinburgh March 1,

Higher Order Statistics Matthias Hennig School of Informatics, University of Edinburgh March 1,

Higher Order Statistics Matthias Hennig School of Informatics, University of Edinburgh March 1, 2019 0 Acknowledgements: Mark van Rossum and Chris Williams. 1 / 44 Outline First, second and higher-order statistics Generative models,

604 views • 44 slides
Identifjcation analysis and higher-order approximation of DSGE models Willi Mutschler 1

Identifjcation analysis and higher-order approximation of DSGE models Willi Mutschler 1

Identifjcation analysis and higher-order approximation of DSGE models Willi Mutschler 1 Introduction Introduction diffjcult to maximize likelihood/posterior or minimize some (moment) lack of vs. strength of identifjcation actually

1.23k views • 73 slides
Higher-Order Acausal Models 2nd International Workshop on Equation-Based Object-Oriented

Higher-Order Acausal Models 2nd International Workshop on Equation-Based Object-Oriented

Higher-Order Acausal Models 2nd International Workshop on Equation-Based Object-Oriented Languages and Tools (EOOLT) Paphos, Cyprus, July 8, 2008 Peter Fritzson David Broman Department of Computer and Department of Computer and Information

674 views • 30 slides
Polyvariant Flow Analysis with Higher-ranked Polymorphic Types and Higher-order Effect Operators

Polyvariant Flow Analysis with Higher-ranked Polymorphic Types and Higher-order Effect Operators

[ Faculty of Science Information and Computing Sciences] Polyvariant Flow Analysis with Higher-ranked Polymorphic Types and Higher-order Effect Operators Jurriaan Hage Joint work with Stefan Holdermans (Vector Fabrics) Dept. of Information

454 views • 32 slides
Outline Higher order is commonly used on convergence and on derivatives in opti- Trust Region with

Outline Higher order is commonly used on convergence and on derivatives in opti- Trust Region with

Workshop AD Higher Order Workshop AD Higher Order Outline Higher order is commonly used on convergence and on derivatives in opti- Trust Region with a Cubic Model mization. First order methods are gradient based and have

468 views • 7 slides
On Higher-Order Program Verification and Two Notions of Higher-Order Model Checking Naoki

On Higher-Order Program Verification and Two Notions of Higher-Order Model Checking Naoki

On Higher-Order Program Verification and Two Notions of Higher-Order Model Checking Naoki Kobayashi University of Tokyo Summaries of papers from POPL09, POPL17 (joint work with Etienne Lozes, Florian Bruse), and more recent work (joint work

963 views • 65 slides
v1 v2 vn (if (null? xs) null F F F (cons ( f (first xs)) (F vn) (F v2) (F v1) (my-map f

v1 v2 vn (if (null? xs) null F F F (cons ( f (first xs)) (F vn) (F v2) (F v1) (my-map f

Higher-order List Func2ons Higher-Order List Functions A function is higher-order if it takes another in Racket function as an input and/or returns another function as a result. E.g. app-3-5 , make-linear-function , flip2 . We will now study

300 views • 6 slides
v1 v2 vn my-map : (define (my-map f xs) F F F (F v2) (F vn) (F v1) (if (null? xs) null

v1 v2 vn my-map : (define (my-map f xs) F F F (F v2) (F vn) (F v1) (if (null? xs) null

Higher-order List Func2ons Higher-Order List Functions A function is higher-order if it takes another in Racket function as an input and/or returns another function as a result. E.g. app-3-5 , make-linear-function , flip2 from the previous

519 views • 6 slides
Higher-order Fourier analysis and an application FSTTCS 15 Workshop Arnab Bhattacharyya

Higher-order Fourier analysis and an application FSTTCS 15 Workshop Arnab Bhattacharyya

Higher-order Fourier analysis and an application FSTTCS 15 Workshop Arnab Bhattacharyya Indian Institute of Science December 19, 2015 Roadmap Preliminaries and review of Fourier analysis What is higher-order Fourier analysis?

849 views • 71 slides
More JavaScript! Higher-Order Functions, Callbacks, and Array Methods Higher-Order Functions

More JavaScript! Higher-Order Functions, Callbacks, and Array Methods Higher-Order Functions

More JavaScript! Higher-Order Functions, Callbacks, and Array Methods Higher-Order Functions A Higher-Order Function is any function that operates on any other function, either by taking them in as arguments or returning them. In

308 views • 9 slides
Higher Order Proof Engineering Robert White ILLC/INRIA Cool Logic, ILLC 1/23 Higher Order

Higher Order Proof Engineering Robert White ILLC/INRIA Cool Logic, ILLC 1/23 Higher Order

Higher Order Proof Engineering Higher Order Proof Engineering Robert White ILLC/INRIA Cool Logic, ILLC 1/23 Higher Order Proof Engineering Outline Introduction HOL Light and HOL Proof Checking OpenTheory Holide and Dedukti ProofCloud

767 views • 23 slides
Automated Theorem Proving in First-Order and Higher-Order Logic Christoph Benzm uller

Automated Theorem Proving in First-Order and Higher-Order Logic Christoph Benzm uller

Automated Theorem Proving in First-Order and Higher-Order Logic Christoph Benzm uller Department of Computer Science, Saarland University Lecture Course Saarbr ucken, Germany Lecture Course c Benzm uller 2004 Module

294 views • 8 slides
On the Multiplicative Complexity of Boolean Functions and Bitsliced Higher-Order Masking Dahmun

On the Multiplicative Complexity of Boolean Functions and Bitsliced Higher-Order Masking Dahmun

On the Multiplicative Complexity of Boolean Functions and Bitsliced Higher-Order Masking Dahmun Goudarzi and Matthieu Rivain CHES 2016, Santa-Barbara Higher-Order Masking x = x 1 + x 2 + + x d 2/28 Higher-Order Masking x = x 1 + x 2 +

855 views • 42 slides

More recommend