Aleksandra Nowak
4 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
sparse initialization
(2)
neural network pruning
(1)
few-shot learning
(1)
causal discovery
(1)
gaussian process
(1)
gradient descent
(1)
normalizing flow
(1)
dynamic sparse training
(1)
interventional data
(1)
network topology
(1)
dynamical isometry
(1)
posterior predictive distribution
(1)
givens rotation
(1)
magnitude-based pruning
(1)
gradient-based intervention
(1)
intervention targeting
(1)
experiment efficiency
(1)
dense initialization
(1)
arbitrary densities
(1)
causal inference
(1)
Papers
Sparser, Better, Deeper, Stronger: Improving Static Sparse Training with Exact Orthogonal Initialization
ICML 2024
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training
NeurIPS 2023
Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery
NeurIPS 2023
Non-Gaussian Gaussian Processes for Few-Shot Regression
NeurIPS 2021