51st SLAC Summer Institute (SSI 2023)

Session

Lectures

Aug 7, 2023, 9:00 AM

SLAC

4. Welcome and Introduction to SSI

Thomas Rizzo (SLAC)

8/7/23, 9:00 AM

6. ML Basics I

Lukas Heinrich

8/7/23, 10:30 AM

8. ML Basics II

Lukas Heinrich

8/7/23, 11:45 AM

7. ML Basics III

Lukas Heinrich

8/8/23, 9:00 AM

9. Challenges in AI/ML at the Energy Frontier

Ben Nachman

8/8/23, 10:30 AM

10. Challenges in AI/ML at the Cosmic Frontier

Simone Ferraro

8/8/23, 11:45 AM

11. Challenges in AI/ML at the Intensity Frontier

Taritree Wongjirad, Taritree Wongjirad (Tufts University)

8/9/23, 9:00 AM

12. Computer Vision Introduction

Saul Alonso, Dr Saul Alonso Monsalve (ETH Zurich)

8/9/23, 10:30 AM

13. Computer Vision Applications I (IF)

Leigh Whitehead, Leigh Whitehead (University of Cambridge)

8/9/23, 11:45 AM

16. Graph Neural Networks Introduction

Javier Duarte (UC San Diego)

8/10/23, 9:00 AM

17. Graph Neural Networks Applications I (EF)

Javier Duarte, Javier Duarte (UC San Diego)

8/10/23, 10:30 AM

18. Graph Neural Networks Applications II (IF)

Francois Drielsma (SLAC)

8/10/23, 11:45 AM

19. Challenges in AI/ML and Accelerators

Auralee Edelen (SLAC)

8/11/23, 9:00 AM

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

Auralee Edelen (SLAC)

8/11/23, 10:30 AM

21. AI Ethics and Responsible Data -Savannah Thais

Savannah Thais

8/11/23, 11:45 AM

22. Anomaly Detection Intro & Applications 1

David Shih

8/14/23, 9:00 AM

23. Anomaly Detection Applications 2

Maria Elena Monzani (SLAC)

8/14/23, 10:30 AM

24. Fast ML 1

Jennifer Ngadiuba

8/14/23, 11:45 AM

69. Generative Models

Gilles Louppe

8/15/23, 9:00 AM

71. Generative Model Applications 1

Francois Lanusse

8/15/23, 10:30 AM

73. Generative Model Applications 2

David Shih

8/15/23, 11:45 AM

28. Generative Model Applications 3

Taritree Wongjirad

8/16/23, 9:00 AM

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

Gilles Louppe

8/16/23, 10:30 AM

27. ML Emulation in CF Theory

Joe DeRose

8/16/23, 11:45 AM

25. Fast ML 2

Jennifer Ngadiubo

8/17/23, 9:00 AM

32. Future of AI/ML in HEP

Surya Ganguli

8/17/23, 10:30 AM

30. SBI Applications 2

Francois Lanusse

8/17/23, 11:45 AM

26. Challenges in Theory and AI/ML

Tilman Plehn

8/18/23, 9:00 AM

31. Symmetries and ML

Andreas Ipp

8/18/23, 10:30 AM

33. Contest Award

Thomas Rizzo (SLAC)

8/18/23, 11:45 AM

34. Future of HEP

JoAnne Hewett (SLAC)

8/18/23, 11:55 AM

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)