| Date | Activity | Name | Title | Video
Available | Slides
Available |
|---|
| 2024-03-27 | nsbp_iss | | Quantifying the impact of dendritic properties on neuronal computation. | Yes | Yes |
| 2023-12-11 | pti23 | | Tutorial on Feynman diagram methods for neural network correlators | Yes | No |
| 2023-12-08 | deeplearning23 | | Tutorial on Neural Scaling Laws | Yes | No |
| 2023-11-29 | friends | | Can Neuroscience Help Advance Artificial Intelligence? | Yes | No |
| 2023-11-22 | deeplearning23 | | Tutorial on "kernel/lazy" vs "rich/feature-learning" regimes in wide nets | Yes | No |
| 2023-11-20 | bblunch | | Statistical Mechanics of Deep Learning | Yes | No |
| 2023-11-17 | deeplearning23 | | Tutorial on Transformers with Indices | Yes | Yes |
| 2023-07-21 | brainlearn23 | | Keynote: Statistical learning in sensorimotor control | Yes | No |
| 2023-07-06 | brainlearn23 | | Introduction to the session and Representation of Primitives for Statistical Learning in the Auditory System | Yes | No |
| 2023-07-03 | brainlearn23 | All ParticipantsRelated Words: 1, 2, 20, 4, bloc, breakout, bring, closing, discussion, room, summary | Participant's one slide-introductions: part 6 | Yes | No |
| 2023-07-03 | brainlearn23 | | General introduction, information session, practicalities | Yes | No |
| 2023-06-21 | brainlearn23 | | Review talk | Yes | Yes |
| 2023-06-20 | brainlearn23 | All ParticipantsRelated Words: 1, 2, 20, 4, bloc, breakout, bring, closing, discussion, room, summary | Participant's one slide-introductions: part 5 | Yes | No |
| 2023-06-16 | brainlearn23 | | Review: What is the relationship between statistical learning and episodic memory? | Yes | No |
| 2023-06-15 | brainlearn23 | | Introduction to the neurobiology and systems neuroscience view of statistical learning | Yes | No |
| 2023-06-15 | brainlearn23 | All ParticipantsRelated Words: 1, 2, 20, 4, bloc, breakout, bring, closing, discussion, room, summary | Participant's one slide-introductions: part 4 | Yes | No |
| 2023-06-14 | brainlearn23 | All ParticipantsRelated Words: 1, 2, 20, 4, bloc, breakout, bring, closing, discussion, room, summary | Participant's one slide-introductions: part 3 | Yes | No |
| 2023-06-13 | brainlearn23 | All ParticipantsRelated Words: 1, 2, 20, 4, bloc, breakout, bring, closing, discussion, room, summary | Participant's one slide-introductions: part 1 | Yes | No |
| 2023-06-13 | brainlearn23 | All ParticipantsRelated Words: 1, 2, 20, 4, bloc, breakout, bring, closing, discussion, room, summary | Participant's one slide-introductions: part 2 | Yes | No |
| 2023-06-13 | brainlearn23 | | General introduction, information session, practicalities | Yes | No |
| 2023-03-15 | galevo23 | | Review talk on combining the power of citizen science and machine learning | Yes | No |
| 2023-03-09 | bblunch | Wechsler, Risa (Stanford) Related Words: aud, cam, connection, dark, galaxies, galaxy, galaxy-halo, group, halo, kitp, podcast | Learning from billions of galaxies: Can our understanding of galaxy formation keep up with the upcoming data revolution? | Yes | No |
| 2023-02-23 | galevo23 | | Tutorial on Probabilistic U-Nets | Yes | No |
| 2023-02-15 | galevo23 | | Tutorial on differential programming with JAX | Yes | No |
| 2023-02-08 | galevo23 | | Tutorial on photo-z's and uncertainties | Yes | No |
| 2023-01-25 | galevo23 | | Tutorial: Galaxy scaling relations through working with Universe Machine | Yes | No |
| 2023-01-24 | galevo23 | | Tutorial: The galaxy-halo connection and Machine Learning approaches | Yes | No |
| 2023-01-19 | galevo23 | | Tutorial: Introduction to Convolutional Neural Networks | Yes | No |
| 2023-01-18 | galevo23 | | Tutorial: Large-scale galaxy formation simulations and Machine Learning approaches | Yes | No |
| 2023-01-17 | galevo23 | | Introducing the program: Galaxy evolution and data-driven advances | Yes | Yes |
| 2023-01-17 | galevo23 | | Welcome and Introduction to the virtual program | Yes | No |
| 2019-03-21 | machine19 | | Discussion: Introduction to kernel methods for machine learning | Yes | No |
| 2019-03-13 | machine19 | | Tutorial: Overview of classical and quantum learning theory | Yes | No |
| 2019-03-06 | machine19 | | Tutorial: Tensor networks and RBMs | Yes | Yes |
| 2019-02-25 | bblunch | | Dreaming, computing, inspiring: Flavors of machine learning in many-body quantum physics | Yes | No |
| 2019-02-21 | machine19 | | Tutorial: Variational Monte Carlo and Machine Learning | Yes | No |
| 2019-02-16 | machinet_c19 | | Introduction to Deep Learning | Yes | Yes |
| 2019-02-16 | machinet_c19 | Bildsten, Lars (KITP Director) Related Words: discussion, dwarfs, gravitational, hall, helium, life, neutron, physics, star, stars, supernovae, town, welcome, white | Welcome | Yes | No |
| 2019-02-16 | machinet_c19 | | How machine learning is revolutionizing drug discovery and material design: Improving electronic structure calculations | Yes | Yes |
| 2019-02-16 | machinet_c19 | | STEP UP 4 Women | Yes | Yes |
| 2019-02-16 | machinet_c19 | | Understanding how neural networks understand | Yes | Yes |
| 2019-02-16 | machinet_c19 | | Mapping distant galaxies with artificial intelligence | Yes | No |
| 2019-02-16 | machinet_c19 | | Quantum physics of many particles: a data-driven perspective | Yes | No |
| 2019-02-06 | machine19 | | Tutorial: Reinforcement Learning for Physicists | Yes | No |
| 2019-01-30 | machine19 | | Tutorial: An Overview of Recent Generative Models | Yes | No |
| 2019-01-30 | scape19 | | Artificial intelligence: success, limits, myths and threats [Podcast][Aud][Cam] KITP Public Lecture | Yes | No |
| 2019-01-28 | scape19 | | The many facets of the rough high-dimensional landscape problem[Podcast][Aud][Cam] KITP Blackboard Lunch | Yes | No |
| 2019-01-24 | scape19 | | An overview of empirical studies in neural networks | Yes | Yes |
| 2019-01-22 | scape19 | | Selected review of 30 years of physics research on artificial neural networks | Yes | No |
| 2019-01-11 | scape_c19 | | TUTORIAL Sum-of-Squares, with a View Towards Average-case Complexity | Yes | Yes |
| 2019-01-10 | scape_c19 | | TUTORIAL: Dynamics in High Dimensional Landscapes | Yes | Yes |
| 2019-01-09 | scape_c19 | | TUTORIAL: Optimization Methods from a Machine Learning Perspective | Yes | No |
| 2019-01-08 | scape_c19 | | TUTORIAL: Disordered systems in Physics, Information Theory and Computer Science | Yes | Yes |
| 2019-01-07 | scape_c19 | | TUTORIAL: Generalization and Overfitting -- Basic Concepts and Open Questions | Yes | Yes |
