Mariano Schain
5 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory · Machine Learning
(5)
Deep Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
stochastic optimization
(2)
representation learning
(1)
stochastic gradient descent
(1)
adversarial robustness
(1)
non-convex optimization
(1)
semidefinite programming
(1)
convex optimization
(1)
distributed learning
(1)
importance sampling
(1)
gradient descent
(1)
asynchronous optimization
(1)
learning rate scheduling
(1)
coreset construction
(1)
streaming algorithm
(1)
convergence bound
(1)
precision-recall curve
(1)
subspace embedding
(1)
kernel methods
(1)
neural network
(1)
non-decomposable objective
(1)
Papers
Locally Optimal Descent for Dynamic Stepsize Scheduling
AISTATS 2025
RedEx: Beyond Fixed Representation Methods via Convex Optimization
ALT 2024
Adversarial Robustness of Streaming Algorithms through Importance Sampling
NeurIPS 2021
Asynchronous Stochastic Optimization Robust to Arbitrary Delays
NeurIPS 2021
Scalable Learning of Non-Decomposable Objectives
AISTATS 2017