Marco Baity-Jesi
4 papers · 2018–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(7)
🐝
Cross-Pollinator
(13)
🐣
Hot Topic Early Bird
Conferences
ICML (3)
AISTATS (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
convergence analysis
(1)
loss landscape
(1)
class imbalance
(1)
learning curve
(1)
learning dynamics
(1)
training dynamics
(1)
gradient-based optimizer
(1)
statistical physics
(1)
minority class
(1)
per-class gradient normalization
(1)
neural network
(1)
glassy system
(1)
Papers
Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model
AISTATS 2025
Initial Guessing Bias: How Untrained Networks Favor Some Classes
ICML 2024
A Theoretical Analysis of the Learning Dynamics under Class Imbalance
ICML 2023
Comparing Dynamics: Deep Neural Networks versus Glassy Systems
ICML 2018