51st SLAC Summer Institute (SSI 2023)

Session

Lectures

7 Aug 2023, 09:00

SLAC

4. Welcome and Introduction to SSI

Thomas Rizzo (SLAC)

07/08/2023, 09:00

6. ML Basics I

Lukas Heinrich

07/08/2023, 10:30

8. ML Basics II

Lukas Heinrich

07/08/2023, 11:45

7. ML Basics III

Lukas Heinrich

08/08/2023, 09:00

9. Challenges in AI/ML at the Energy Frontier

Ben Nachman

08/08/2023, 10:30

10. Challenges in AI/ML at the Cosmic Frontier

Simone Ferraro

08/08/2023, 11:45

11. Challenges in AI/ML at the Intensity Frontier

Taritree Wongjirad, Taritree Wongjirad (Tufts University)

09/08/2023, 09:00

12. Computer Vision Introduction

Saul Alonso, Dr Saul Alonso Monsalve (ETH Zurich)

09/08/2023, 10:30

13. Computer Vision Applications I (IF)

Leigh Whitehead, Leigh Whitehead (University of Cambridge)

09/08/2023, 11:45

16. Graph Neural Networks Introduction

Javier Duarte (UC San Diego)

10/08/2023, 09:00

17. Graph Neural Networks Applications I (EF)

Javier Duarte, Javier Duarte (UC San Diego)

10/08/2023, 10:30

18. Graph Neural Networks Applications II (IF)

Francois Drielsma (SLAC)

10/08/2023, 11:45

19. Challenges in AI/ML and Accelerators

Auralee Edelen (SLAC)

11/08/2023, 09:00

20. Bayesian Optimization and Reinforcement Learning: Intro and Applications I

Auralee Edelen (SLAC)

11/08/2023, 10:30

21. DEI and Ethics in AI for HEP

Savannah Thais

11/08/2023, 11:45

22. Anomaly Detection Intro & Applications 1

David Shih

14/08/2023, 09:00

23. Anomaly Detection Applications 2

Maria Elena Monzani (SLAC)

14/08/2023, 10:30

24. Fast ML 1

Jennifer Ngadiuba

14/08/2023, 11:45

69. Generative Models

Gilles Louppe

15/08/2023, 09:00

71. Generative Model Applications 1

Francois Lanusse

15/08/2023, 10:30

73. Generative Model Applications 2

David Shih

15/08/2023, 11:45

28. Generative Model Applications 3

Taritree Wongjirad

16/08/2023, 09:00

29. Simulation Based Inference (SBI) Intro and Applications 1

Gilles Louppe

16/08/2023, 10:30

27. ML Emulation in CF Theory

Joe DeRose

16/08/2023, 11:45

25. Fast ML 2

Jennifer Ngadiubo

17/08/2023, 09:00

32. Future of AI/ML in HEP

Surya Ganguli

17/08/2023, 10:30

30. SBI Applications 2

Francois Lanusse

17/08/2023, 11:45

26. Challenges in Theory and AI/ML

Tilman Plehn

18/08/2023, 09:00

31. Symmetries and ML

Andreas Ipp

18/08/2023, 10:30

33. Contest Award

Thomas Rizzo (SLAC)

18/08/2023, 11:45

34. Future of HEP

JoAnne Hewett (SLAC)

18/08/2023, 11:55

5. Introduction: Why AI in the HEP Frontiers

49. Q & A

57. Q & A

55. Q & A

58. Q & A

61. Q & A

51. Q & A

70. Q & A

67. Q & A

43. Q & A

46. Q & A

74. Q & A

45. Q & A

77. Q & A

54. Q & A

59. Q & A

53. Q & A

44. Q & A

68. Q & A

65. Q & A

42. Q & A

56. Q & A

64. Q & A

48. Q & A

66. Q & A

63. Q & A

52. Q & A

62. Q & A

72. Q & A

50. Q & A

60. Q & A

47. Q & A

78. Q & A

75. SSI History - II

Lance Dixon (SLAC)