7xx schedule

pull/1/head
Oliver Kennedy 2021-02-09 17:34:41 -05:00
parent 8ef218200f
commit d61bdedafa
Signed by: okennedy
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1 changed files with 37 additions and 8 deletions

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@ -59,23 +59,52 @@ papers:
url: https://databricks.com/session_na20/the-importance-of-model-fairness-and-interpretability-in-ai-systems
abstract: |
Machine learning model fairness and interpretability are critical for data scientists, researchers and developers to explain their models and understand the value and accuracy of their findings. Interpretability is also important to debug machine learning models and make informed decisions about how to improve them. In this session, Francesca will go over a few methods and tools that enable you to "unpack" machine learning models, gain insights into how and why they produce specific results, assess your AI systems fairness and mitigate any observed fairness issues.
emails:
- name: TBD
papers:
- title: TBD
claims:
- title: TBD
speaker: TBD
- title: Algorithmic Decision Making and the Cost of Fairness
speaker: Shreya
- title: Bias on the Web
speaker: Mridula
- title: Online Set Selection with Fairness and Diversity Constraints
speaker: Xingtong
- title: A Nutritional Label for Rankings
speaker: Wei
- title: "Fides: Towards a Platform for Responsible Data Science"
speaker: Yash
- title: Responsible Data Management
speaker: Bhavin
- title: "The importance of Model Fairness and Interpretability in AI Systems (video)"
name: Oliver
schedule:
- date: Feb. 1
event: Introduction, Course Logistics, Scheduling
- date: Feb. 8
speakers:
- title: "The importance of Model Fairness and Interpretability in AI Systems (video)"
name: Oliver
- date: Feb. 15
speakers:
- title: "Fides: Towards a Platform for Responsible Data Science"
name: Yash
- date: Feb. 22
speakers:
- title: Algorithmic Decision Making and the Cost of Fairness
name: Shreya
- date: March 1
speakers:
- title: Bias on the Web
name: Mridula
- date: March 8
speakers:
- title: Online Set Selection with Fairness and Diversity Constraints
name: Xingtong
- date: March 15
speakers:
- title: A Nutritional Label for Rankings
name: Wei
- date: March 22
speakers:
- title: Responsible Data Management
name: Bhavin
- date: March 29
- date: April 5
- date: April 12
@ -114,14 +143,14 @@ The course is graded Sat/Unsat. For a satisfactory grade:
claims.each { |claim| claimed_papers[claim["title"]] = claim["speaker"] }
%>
<% schedule.each do |event| %>
<% schedule.each do |event| p event%>
<tr>
<th style="text-align: right; padding-right: 30px;"><%= event["date"] %></th>
<td><% if event.has_key? "event" %>
<b><%= event["event"] %></b>
<% elsif event.has_key? "speakers" %>
<% event["speakers"].each do |speaker| %>
<div><%= speaker["name"] %> presents '<a href="<%= speaker.fetch("url") { papers_by_title[speaker["title"]]["url"] } %>"><%= speaker["title"] %></a>'</div>
<div><%= speaker["name"] %> presents '<a href="<%= speaker.fetch("url") { papers_by_title.fetch(speaker["title"], {}).fetch("url", "???") } %>"><%= speaker["title"] %></a>'</div>
<% end %>
<% else %>
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