HighRR Lecture Week 11.09.-15.09.2023 at Heidelberg University

Sep 11, 2023, 9:15 AM → Sep 15, 2023, 4:35 PM Europe/Zurich

Gold Box (Heidelberg)

Andre Schoening (Heidelberg University (DE)), Hans-Christian Schultz-Coulon (Heidelberg University (DE))

Monday, September 11

9:15 AM → 2:45 PM Lecture 1 - Roger Wolf, KIT

9:15 AM Deep learning overview

Speaker: Roger Wolf (KIT - Karlsruhe Institute of Technology (DE))

HigRR-Intro.pdf

10:45 AM Coffee Break

11:15 AM Normalizing flows

Speaker: Roger Wolf (KIT - Karlsruhe Institute of Technology (DE))

HigRR-NormalizingFlows.pdf

12:45 PM Lunch Break

2:00 PM Discussion

Speaker: Roger Wolf (KIT - Karlsruhe Institute of Technology (DE))

Tuesday, September 12

9:15 AM → 2:45 PM Lecture 2 - Tim Ruhe, TU Dortmund

9:15 AM Machine learning in Ice Cube

Speaker: Tim Ruhe

HighRR_Heidelberg_no_ani.pdf

10:45 AM Coffee Break

11:15 AM Machine learning in Ice Cube

Speaker: Tim Ruhe

12:45 PM Lunch Break

2:00 PM Discussion

Speaker: Tim Ruhe

Wednesday, September 13

9:15 AM → 2:45 PM Lecture 3 - Daniel Murnane, Lawrence Berkeley National Lab. (US)

9:15 AM Tracking with graph neural networks

Speaker: Daniel Thomas Murnane (Lawrence Berkeley National Lab. (US))

Part 1 - Fundamentals.pdf

10:45 AM Coffee Break

11:15 AM Tracking with graph neural networks

Speaker: Daniel Thomas Murnane (Lawrence Berkeley National Lab. (US))

Part 2 - Extensions.pdf

12:45 PM Lunch Break

2:00 PM Discussion

Speaker: Daniel Thomas Murnane (Lawrence Berkeley National Lab. (US))

6:15 PM → 9:00 PM Social Event / BBQ

Thursday, September 14

9:15 AM → 2:45 PM Lecture 4 - Holger Fröning, Heidelberg University

9:15 AM Embedded Machine Learning

Speaker: Holger Fröning

lecture.pdf

10:45 AM Coffee Break

11:15 AM Embedded Machine Learning

Speaker: Holger Fröning

12:45 PM Lunch Break

2:00 PM Discussion

Speaker: Holger Fröning

Friday, September 15

9:15 AM → 2:45 PM Lecture 5 - Lukas Heinrich, TU München

Convener: Lukas Alexander Heinrich (Technische Universitat Munchen (DE))

9:15 AM Differential programming

Speaker: Lukas Alexander Heinrich (Technische Universitat Munchen (DE))

HighRR_Lecture1.pdf

10:45 AM Coffee Break

11:15 AM Differential programming

Speaker: Lukas Alexander Heinrich (Technische Universitat Munchen (DE))

HighRR_Lecture2.pdf

12:45 PM Lunch Break

2:00 PM Discussion

Speaker: Lukas Alexander Heinrich (Technische Universitat Munchen (DE))