Multi-Agent Common Sense - IPAM at UCLA
Explore multi-agent common sense through mathematical frameworks combining Bayesian learning and game theory. Discover insights into human collaboration, joint intentions, and cultural knowledge acquisition.
Flash Loans, Miner Extractable Value and Efficient Settlement - Joint with Alfred Lehar
Explore flash loans, miner extractable value, and efficient settlement in blockchain systems. Gain insights into decentralized finance challenges and potential solutions.
Machine Learning Based on Stochastic Magnetic Tunnel Junctions
Explore spintronics-based neuromorphic systems for efficient machine learning, addressing device variability through in situ learning in Boltzmann machines for autonomous AI applications.
Beyond Secret Management - How Vault Helps Enterprises Meet Compliance Requirements
Explore how HashiCorp Vault helps enterprises meet compliance requirements through audit logging, encryption, key management, and access control policies.
The Medial Axis - Image Analysis, Homological Simplification, Gerrymandering
Explore applications of the medial axis in image segmentation, shape simplification, and detecting gerrymandered districts. Learn about innovative approaches in computational geometry and topology.
Resilient DevOps Practices with Code to Cloud Automation
Discover GitHub Actions for Azure to create resilient code-to-cloud workflows, implement governance with Azure Policies, and enhance container security through automated scanning.
Introduction to Deep Learning with Applications to Stochastic Control and Games
Explore deep learning applications in stochastic control and games, focusing on key concepts and practical implementations for quantitative finance professionals.
Algorithms and the Law
Explore the intersection of algorithms and law with experts discussing implications, challenges, and potential solutions in this thought-provoking panel discussion.
Games: From Logic and Automata to Algorithms
Explore the intersection of logic, automata, and algorithms through game theory, focusing on theoretical foundations and computational applications.
Ethical Use of Data for AI - Episode 5
JoAnn Stonier discusses ethical data use in AI, addressing bias, GDPR, global responsibility, and societal impact. She offers insights on eliminating bias and advice for data leaders.
Boundary Conditions for Language in Biological and Artificial Neural Systems
Explore computational requirements for language processing in neural systems, focusing on hierarchical structures, neural oscillations, and integrating linguistic insights with neural computation principles.
How Brain Computations Can Inspire New Paths in AI - Part 2
Explore brain-inspired AI advancements, focusing on object recognition, contextual reasoning, and model performance. Gain insights into cutting-edge computational approaches and their applications.
Statistical Learning Theory and Applications - Class 16
Explore statistical learning theory, focusing on complexity, dual norm equality, and calligraphic G. Gain insights into advanced concepts and their applications in machine learning.
Building Low-power Software for Nano-satellites
Explore challenges and solutions in developing software for nanosatellites, including disconnected operations, energy management, and communication issues in space environments.
Marty Hellman on Applied Cryptography and Ethics in Innovation
Renowned cryptographer Marty Hellman discusses ethics, innovation, and the crypto wars, offering insights on startups, research, and the societal impact of cryptography and nuclear weapons.
Digital Investigation: Ethernet, IP, TCP and UDP Protocols
Explore Ethernet, IP, TCP, and UDP protocols through hands-on Wireshark analysis. Learn network layers, addressing, headers, and potential vulnerabilities in digital investigations.
E-Security - Introduction and Crypto Fundamentals
Explore cryptography basics, security infrastructure, and privacy concepts. Learn about encryption, tokenization, and key management while examining real-world cybersecurity cases.
CeH Unit 2: Technical Foundations of Hacking
Explore technical foundations of hacking: OSI model, ARP, protocols, Ethernet, IP, TCP/UDP, security issues, and ICMP. Gain insights into network communication fundamentals.
Software-Driven TinyML Hardware Co-Design for AI Power Smart Devices
Explore software-hardware co-design for efficient TinyML systems, focusing on processing-in-memory accelerators to reduce power consumption and enhance AI inference in smart devices.
In-memory Computing and Dynamic Vision Sensors for Internet of Video Things
Exploring neuromorphic technologies, dynamic vision sensors, and in-memory computing for energy-efficient IoT video applications, with focus on innovative solutions for intelligent transportation and unattended ground sensors.
Neuromorphic Engineering Algorithms for Edge ML and Spiking Neural Networks
Explore cutting-edge neuromorphic engineering algorithms for edge ML, including hardware-friendly learning, spike-based intelligence, surrogate gradients, and meta-learning techniques.