Matan Schliserman
5 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Cross-Pollinator
(15)
Conferences
ALT (3)
COLT (1)
NIPS (1)
Top co-authors
Keywords
separable datum
(2)
stochastic gradient descent
(2)
sample complexity
(1)
empirical risk minimization
(1)
gradient descent
(1)
algorithmic stability
(1)
linear classification
(1)
stochastic convex optimization
(1)
generalization bound
(1)
risk bound
(1)
implicit bia
(1)
least square
(1)
linear model
(1)
forgetting rate
(1)
continual learning
(1)
vector-valued prediction
(1)
catastrophic forgetting
(1)
Papers
Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization
ALT 2026
From Continual Learning to SGD and Back: Better Rates for Continual Linear Models
ALT 2026
The Dimension Strikes Back with Gradients: Generalization of Gradient Methods in Stochastic Convex Optimization
ALT 2025
Tight Risk Bounds for Gradient Descent on Separable Data
NIPS 2023
Stability vs Implicit Bias of Gradient Methods on Separable Data and Beyond
COLT 2022