US ATLAS Machine Learning Training 2023

Contribution List

1. Welcome Presentation

Aishik Ghosh (University of California Irvine (US)), Ben Nachman (Lawrence Berkeley National Lab. (US)), Elham E Khoda (University of Washington (US))

7/25/23, 8:30 AM

2. Introduction to Machine Learning: Part I

Javier Mauricio Duarte (Univ. of California San Diego (US))

7/25/23, 9:00 AM

3. Tutorial: ML Tools and Techniques

Jay Chan (University of Wisconsin Madison (US)), Kehang Bai (University of Oregon (US))

7/25/23, 11:00 AM

4. Introduction to Machine Learning: Part II

Elham E Khoda (University of Washington (US))

7/25/23, 2:00 PM

5. Tutorial: Neural Networks

Jay Chan (University of Wisconsin Madison (US)), Kehang Bai (University of Oregon (US))

7/25/23, 3:45 PM

6. Overview of ML in particle physics

Ben Nachman (Lawrence Berkeley National Lab. (US))

7/26/23, 9:00 AM

7. Graph NN: part I

Javier Mauricio Duarte (Univ. of California San Diego (US))

7/26/23, 11:00 AM

8. Graph NN: Part II

Javier Mauricio Duarte (Univ. of California San Diego (US))

7/26/23, 2:00 PM

9. Generative Models: Part I

Sascha Diefenbacher (Lawrence Berkeley National Lab. (US)), Vinicius Massami Mikuni (Lawrence Berkeley National Lab. (US))

7/26/23, 3:00 PM

10. Generative Models: Part II

Sascha Diefenbacher (Lawrence Berkeley National Lab. (US)), Vinicius Massami Mikuni (Lawrence Berkeley National Lab. (US))

7/26/23, 4:15 PM

12. Uncertainties

Aishik Ghosh (University of California Irvine (US))

7/27/23, 9:00 AM

11. Unfolding

Vinicius Massami Mikuni (Lawrence Berkeley National Lab. (US))

7/27/23, 10:30 AM

13. Differentiable Programming with JAX

Arnur Nigmetov (LBNL), Nithin Chalapathi (University of California, Berkeley)

7/27/23, 1:30 PM

14. Industry Talk

Dr Chen Luo (Amazon.com)

7/27/23, 4:00 PM

15. Networking

7/27/23, 5:00 PM

18. Transformers

Alexander Shamakov (UC Irvine)

7/28/23, 9:00 AM

16. Software deployment with ONNXRuntime

Dhanush Anil Hangal (Lawrence Livermore Nat. Laboratory (US))

7/28/23, 10:30 AM

17. Hardware deployment with hls4ml

Elham E Khoda (University of Washington (US))

7/28/23, 1:30 PM

Step 1:
Accept the github invitation (sent earlier today)

Step 2:
Start the jupyterhub: https://jhub.35.192.180.88.nip.io

20. Large Language Models

Xiangyang Ju (Lawrence Berkeley National Lab. (US))

7/28/23, 3:30 PM

19. Closing Remarks

Aishik Ghosh (University of California Irvine (US)), Ben Nachman (Lawrence Berkeley National Lab. (US)), Elham E Khoda (University of Washington (US))

7/28/23, 4:30 PM

21. Dinner