Google TechTalks Courses

Supply Chain Security with Go

Learn Go-specific supply chain security practices to protect your software from vulnerabilities and attacks.

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

A Multi-Dimensional Online Contention Resolution Scheme for Revenue Maximization

Explore multi-buyer multi-item sequential pricing mechanisms for revenue maximization, focusing on approximating ex ante optimal revenue for subadditive buyers through a new multi-dimensional Online Contention Resolution Scheme.

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

Robust Distortion-free Watermarks for Language Models

Explore robust watermarking techniques for language models, focusing on edit-resistant methods that preserve text distribution. Learn about key-based protocols and their applications.

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

Concurrent Self-Adjusting Data Structures - Challenges and Solutions

Explore self-adjusting data structures and their concurrent implementations, focusing on SplayTree, CBTree, and Splay-List. Learn about efficient lazy rebuilding for multi-way structures like B-tree and IST.

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

Privacy Preserving Machine Learning with Fully Homomorphic Encryption

Explore Fully Homomorphic Encryption's role in advancing secure, privacy-preserving machine learning applications, focusing on Concrete ML and its integration with other technologies.

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

The Chinese Computer: A Global History of the Information Age

Explore the evolution of Chinese-language computing, from audacious predictions to mind-boggling typing speeds. Uncover the history behind China's rise as a global IT powerhouse.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Kolmogorov-Arnold Networks - Alternatives to Multi-Layer Perceptrons

Explore Kolmogorov-Arnold Networks as alternatives to MLPs, offering improved accuracy and interpretability in data fitting and PDE solving. Discover their potential for scientific collaboration and law discovery.

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

Learning through Transient Matching in Congested Markets

Explore transient matching in decentralized markets, examining worker preference learning, competition dynamics, and market efficiency. Gain insights into labor market patterns and potential interventions.

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

What Makes Software Work? - Concepts for Compelling Software Design

Explore key factors behind successful software products, focusing on compelling usage scenarios and the concept of modular, composable services that provide coherent value.

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

Algorithms and Hardness for Attention and Kernel Density Estimation

Explore algorithmic techniques for Attention and Kernel Density Estimation, examining fast algorithms and hardness results to optimize computational efficiency in machine learning and statistical tasks.

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

Can LLMs Keep a Secret? Testing Privacy Implications of Language Models

Explore privacy risks of interactive LLMs, examining evaluation frameworks and proposing research directions for improved privacy auditing and mitigation strategies.

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

Oblivious RAM: From Theory to Large-scale Real-world Deployment

Explore Oblivious RAM's evolution from theory to real-world deployment. Learn about its applications in blockchain and cloud services, including Signal's implementation and the Oblivious STL library initiative.

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

Copyright Regenerated: Harnessing GenAI to Measure Originality and Copyright Scope

Explore how GenAI revolutionizes copyright analysis by measuring originality and genericity in creative works, offering insights for legal disputes and policy decisions.

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

Challenges in Augmenting Large Language Models with Private Data

Explore neural phishing attacks on LLMs and learn about Differentially Private In-Context Learning as a defense mechanism for protecting user data in AI systems.

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

A Unified Analysis of Label Inference Attacks

Explore privacy implications of attribution reporting methods through label inference measures. Gain insights into adversary modeling and risk-accuracy tradeoffs in data privacy.

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