Lit Reviews

April 23, 2022 — Physics-informed neural networks

April 14, 2022 — Sharing the World with Digital Minds

April 1, 2022 — Measuring algorithmically infused societies

February 2, 2022 — AI and It's Implications for Income Distribution and Unemployment

January 31, 2022 — AI Governance: A Research Agenda

January 16, 2022 — NLP vs. NLU vs. NLG (Article Review)

April 14, 2019 — A growing neural gas network learns topologies

October 5, 2018 — Strategies and Principles of Distributed ML on Big Data

July 16, 2018 — DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning

March 29, 2018 — Alignment for Advanced ML Systems

Complexity

• A Thousand Plateaus (Book Review)
• Evolution
• Godel, Escher, Bach (Book Review)
• Phase Transitions (Book Review)
• Phenomenology of Perception (Book Review)
• Supersizing the Mind (Book Review)
• Thinking in Systems (Book Review)

Deriving Data

• Correlation
• K-nearest neighbors
• Outlier Detection

Enriching Data

• Proximal Policy Optimization (PPO)
• Swarm Design Patterns

Enterprise Software

• API Design Patterns
• Designing Data-Intensive Applications (Book Review)
• Reactive Microservices Architecture (Book Review)

Gathering Data

• Active Matter

Humane Technology

• Foundations of Humane Technology

Lecture Notes

• Conference on Complex Systems 2016
• Databases Class
• Deep RL Bootcamp 2017
• MLSS Cadiz 2016
• Yelp Realtime Streaming Data Infrastructure

Linguistics

• Mental Models of Meaning (Chapter Review)
• Encoding Knowledge in Partitioned Networks (Article Review)

Machine Learning

• Chatbots
• Reinforcement Learning (Book Review)

Math

• Algebraic Topology
• Bayesian Optimization
• Belief Propogation
• Binet's Formula
• Hopf Fibration
• Intersection of Convex Sets
• Linear Algebra Basics
• Navier-Stokes Existence and Smoothness Problem
• Network Geometry
• Parrallelogram is convex
• Primes
• Principal Component Analysis (PCA)
• Radicals
• Space(s)
• Square Root of 2 is Irrational
• Stochastic Process
• Topological Data Analysis

QiGong

• Wu Wei

Serving Data

• AWS Virtual Private Clouds (VPCs)
• Load Balancing Algorithms
• Networking
• Processor Scheduling

Storing Data

• Database Systems
• Databases
• DBMS Scheduling
• Stream Architecture

Swarm Intelligence

• Self-Organized Systems

Swarms

• From Swarms to Societies
• Intro

Systems Engineering

• Space-Time Continuous Models of Swarm Robotic Systems (Book Review)