| S# |
Lecture |
Course |
Institute |
Instructor |
Discipline |
| 1 |
Case Study on Natural Language Processing: Identifying and Mitigating Unintended Demographic Bias in Machine Learning for NLP (M-I-T)
|
Exploring Fairness in Machine Learning for International Development (Spring 2020) (M-I-T)
|
MIT
|
Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, and Amit Gandhi
|
Applied Sciences
|
| 2 |
Case Study on Pulmonary Health (M-I-T)
|
Exploring Fairness in Machine Learning for International Development (Spring 2020) (M-I-T)
|
MIT
|
Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, and Amit Gandhi
|
Applied Sciences
|
| 3 |
Case Study with Data: Mitigating Gender Bias on the UCI Adult Database (M-I-T)
|
Exploring Fairness in Machine Learning for International Development (Spring 2020) (M-I-T)
|
MIT
|
Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, and Amit Gandhi
|
Applied Sciences
|
| 4 |
Introduction to Ethics in Machine Learning (M-I-T)
|
Exploring Fairness in Machine Learning for International Development (Spring 2020) (M-I-T)
|
MIT
|
Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, and Amit Gandhi
|
Applied Sciences
|
| 5 |
Pedagogical Framework for Addressing Ethical Challenges (M-I-T)
|
Exploring Fairness in Machine Learning for International Development (Spring 2020) (M-I-T)
|
MIT
|
Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, and Amit Gandhi
|
Applied Sciences
|
| 6 |
Protected Attributes and "Fairness through Unawareness" (M-I-T)
|
Exploring Fairness in Machine Learning for International Development (Spring 2020) (M-I-T)
|
MIT
|
Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, and Amit Gandhi
|
Applied Sciences
|
| 7 |
Solar Lighting Example (M-I-T)
|
Exploring Fairness in Machine Learning for International Development (Spring 2020) (M-I-T)
|
MIT
|
Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, and Amit Gandhi
|
Applied Sciences
|
| 8 |
USAID Appropriate Use Framework (M-I-T)
|
Exploring Fairness in Machine Learning for International Development (Spring 2020) (M-I-T)
|
MIT
|
Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, and Amit Gandhi
|
Applied Sciences
|
