Institute for Advanced Study Courses

Tightening Information-Theoretic Generalization Bounds with Data-Dependent Estimates with an Application to SGLD - Daniel Roy

Explore information-theoretic generalization bounds and their application to stochastic gradient Langevin dynamics, focusing on tightening bounds with data-dependent estimates.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Fixing GAN Optimization Through Competitive Gradient Descent - Anima Anandkumar

Explore competitive gradient descent for optimizing GANs, covering strategic equilibria, applications in ML, and numerical results. Gain insights into modeling competing agents and solving GANs.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Emergent Linguistic Structure in Deep Contextual Neural Word Representations - Chris Manning

Explore emergent linguistic structures in deep neural word representations with Stanford's Chris Manning, examining language models, attention mechanisms, and vector space analysis.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Entanglement Wedge Reconstruction and the Information Paradox - Geoff Penington

Explore quantum information in black holes, entanglement wedge reconstruction, and the resolution of the information paradox through advanced theoretical physics concepts.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Cosmic Collisions – Progress in Gravitational-Wave Astronomy

Explore gravitational-wave astronomy, black hole mergers, and neutron stars. Learn about LIGO and Virgo collaborations, merger rates, mass distributions, and future observations in this engaging talk.

• YouTube
• 53 minutes
• On-Demand
• Free Video

History of Science Lecture - Adelheid Voskuhl

Explore the historical interplay between technology, society, and politics, from medieval Europe to the Industrial Revolution and beyond, with insights on engineering and civil service.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Proof and Circuit Complexity - Robert Robere

Explore proof and circuit complexity with Robert Robere, delving into Boolean circuits, monotone circuits, slice functions, and the Click function to understand computational limitations.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Design Principles of Physiological Circuits and Their Aging Process - Uri Alon

Explore physiological circuits, aging processes, and longevity with Uri Alon. Gain insights into intrinsic mortality, disease incidence, and potential anti-aging interventions.

• YouTube
• 1 hour
• On-Demand
• Free Video

Epigenetics of Human Health and Disease - Shelly Berger

Explore epigenetics' role in human health and disease, focusing on RNA modifications, histones, and P53's impact on cancer development and progression.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

Retroviruses - Replication and Consequences for Evolution of Their Hosts - Steve Goff

Explore retrovirus replication, its impact on host evolution, and key steps in the viral life cycle, including reverse transcription and integration, with insights from HIV research.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

Circadian Rhythms: Past, Present and Future - Michael Rosbash

Explore the fascinating world of circadian rhythms, from their evolutionary origins to their impact on modern health issues like metabolism and sleep disorders.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Towards a Computational Model of the Brain - Tools for Mapping and Perturbing Neural Circuits - Ed Boyden

Explore cutting-edge tools and techniques for mapping and manipulating neural circuits, advancing our understanding of brain structure and function at unprecedented levels of detail.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

A Deterministic Sample of Bourgain’s Work - Peter Sarnak and Avi Wigderson

Explore groundbreaking mathematical concepts and theorems in this tribute to Jean Bourgain, featuring insights on fractal uncertainty, Schrödinger equations, and sum-product theory.

• YouTube
• 55 minutes
• On-Demand
• Free Video

The Primacy of Experiment - Kyle Cranmer

Explore the interplay between physics and mathematics, focusing on experimental validation and the potential for unifying theories in understanding the universe's fundamental laws.

• YouTube
• 34 minutes
• On-Demand
• Free Video

The Shapes of Spaces and the Nuclear Force - Gregory Moore

Explores the interplay between physics and mathematics, focusing on topological concepts and their applications in understanding fundamental forces and the structure of space.

• YouTube
• 41 minutes
• On-Demand
• Free Video