• Skip to main content
  • Skip to primary sidebar
  • Skip to footer
  • Menu ItemTopbots logo
  • Topics
    • Computer Vision
    • Conversational AI
    • Infrastructure
    • Natural Language Processing
    • HR & Recruiting
    • Marketing
    • Research Summaries
    • Technical Guides
    • Applied AI
  • AI Research
    • Research Summaries
    • Premium Research
    • Conversational AI Research
    • AI For Marketing Research
  • Companies
  • Jobs
  • Events
  • Community
  • Login
TOPBOTS Logo

TOPBOTS

The Best of Applied Artificial Intelligence, Machine Learning, Automation, Bots, Chatbots

Matthew Stewart

Programming Fairness in Algorithms

July 28, 2020 by Matthew Stewart

Fairness in Machine Learning

Being good is easy, what is difficult is being just. ― Victor HugoWe need to defend the interests of those whom we’ve never met and never will. ― Jeffrey D. SachsNote: This article is intended for a general audience to try and elucidate the complicated nature of unfairness in machine learning algorithms. As such, I have tried to explain concepts in an accessible way … [Read more...] about Programming Fairness in Algorithms

Guide to Interpretable Machine Learning

July 28, 2020 by Matthew Stewart

interpretable ML

If you can’t explain it simply, you don’t understand it well enough. — Albert EinsteinDisclaimer: This article draws and expands upon material from (1) Christoph Molnar’s excellent book on Interpretable Machine Learning which I definitely recommend to the curious reader, (2) a deep learning visualization workshop from Harvard ComputeFest 2020, as … [Read more...] about Guide to Interpretable Machine Learning

Neural Style Transfer and Visualization of Convolutional Networks

August 27, 2019 by Matthew Stewart

Neural Style Transfer

Likewise, we admire the story of musicians, artists, writers and every creative human because of their personal struggles, how they overcome life’s challenges and find inspiration from everything they’ve been through. That’s the true nature of human art. That’s something that can’t be automated, even if we achieve the always-elusive general artificial intelligence. — Ray … [Read more...] about Neural Style Transfer and Visualization of Convolutional Networks

Advanced Topics in Deep Convolutional Neural Networks

July 25, 2019 by Matthew Stewart

advanced CNNs

If We Want Machines to Think, We Need to Teach Them to See — Fei-Fei LiThroughout this article, I will discuss some of the more complex aspects of convolutional neural networks and how they related to specific tasks such as object detection and facial recognition.The topics that will be discussed in this tutorial are:CNN reviewReceptive Fields and Dilated … [Read more...] about Advanced Topics in Deep Convolutional Neural Networks

Primary Sidebar

Learn Applied AI

We create and source the best content about applied artificial intelligence for business. Be the FIRST to understand and apply technical breakthroughs to your enterprise.

Follow us

  • facebook
  • twitter
  • youtube

POPULAR ARTICLES

Pretrain Transformers Models in PyTorch Using Hugging Face Transformers

Top Applications of Graph Neural Networks 2021

Leading AI & Machine Learning Research Trends 2021

TOPBOTS Guide to NeurIPS 2020

2020’s Top AI & Machine Learning Research Papers

GPT-3 & Beyond: 10 NLP Research Papers You Should Read

More Articles

Topics

  • Bots

  • Brands

  • Business

  • China

  • Commerce

  • Computer Vision

  • Conversational AI

  • Customer Service

  • Cybersecurity

  • Data Science & Engineering

  • Design

  • Education

  • Ethics & Safety

  • Finance

  • Gaming

  • Healthcare

  • HR & Recruiting

  • Infrastructure

  • Leadership & Management

  • Manufacturing

  • Marketing

  • Natural Language Processing

  • Reinforcement Learning

  • Research

  • Retail & CPG

  • Society

  • Technical Guide

  • Technology

Footer

Executive Education

  • Premium Research
  • Applied AI Book
  • AI For Growth
  • Organizational Design for Enterprise AI
  • Chatbots for Social Good

AI Industry Resources

  • Enterprise AI Companies
  • AI & Machine Learning Jobs
  • AI Conferences & Events
  • Industry Newsletter
  • Social Communities

About TOPBOTS

  • Content & Influencer Partnerships
  • Expert Contributors
  • Terms of Service & Privacy Policy
  • Contact TOPBOTS

Copyright © 2021 TOPBOTS