Ryan
@ryanboustany.bsky.social
PhD candidate in ML - @thalesgroup & @TSEinfo & @ANITI_Toulouse.
📢 New preprint!
“When majority rules, minority loses: bias amplification of gradient descent”
We often blame biased data but training also amplifies biases. Our paper explores how ML algorithms favor stereotypes at the expense of minority groups.
➡️ arxiv.org/abs/2505.13122
(1/3)
“When majority rules, minority loses: bias amplification of gradient descent”
We often blame biased data but training also amplifies biases. Our paper explores how ML algorithms favor stereotypes at the expense of minority groups.
➡️ arxiv.org/abs/2505.13122
(1/3)
When majority rules, minority loses: bias amplification of gradient descent
Despite growing empirical evidence of bias amplification in machine learning, its theoretical foundations remain poorly understood. We develop a formal framework for majority-minority learning tasks, ...
arxiv.org
May 23, 2025 at 4:48 PM
📢 New preprint!
“When majority rules, minority loses: bias amplification of gradient descent”
We often blame biased data but training also amplifies biases. Our paper explores how ML algorithms favor stereotypes at the expense of minority groups.
➡️ arxiv.org/abs/2505.13122
(1/3)
“When majority rules, minority loses: bias amplification of gradient descent”
We often blame biased data but training also amplifies biases. Our paper explores how ML algorithms favor stereotypes at the expense of minority groups.
➡️ arxiv.org/abs/2505.13122
(1/3)
Reposted by Ryan
📣Job altertS in Toulouse (Maths department) 📣
There are multiple jobs offers from Master internships to Assistant professor in the mathematics of data science, optimization, statistical fairness and robustness.
I will try to regroup them in this thread 🧵
There are multiple jobs offers from Master internships to Assistant professor in the mathematics of data science, optimization, statistical fairness and robustness.
I will try to regroup them in this thread 🧵
November 21, 2024 at 10:21 AM
📣Job altertS in Toulouse (Maths department) 📣
There are multiple jobs offers from Master internships to Assistant professor in the mathematics of data science, optimization, statistical fairness and robustness.
I will try to regroup them in this thread 🧵
There are multiple jobs offers from Master internships to Assistant professor in the mathematics of data science, optimization, statistical fairness and robustness.
I will try to regroup them in this thread 🧵