Aleksandra Nowak
4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
causal inference
(1)
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 datum
(1)
network topology
(1)
posterior predictive distribution
(1)
sparse initialization
(1)
magnitude-based pruning
(1)
gradient-based intervention
(1)
intervention targeting
(1)
experiment efficiency
(1)
Papers
Sparser, Better, Deeper, Stronger: Improving Static Sparse Training with Exact Orthogonal Initialization
ICML 2024
Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery
NIPS 2023
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training
NIPS 2023
Non-Gaussian Gaussian Processes for Few-Shot Regression
NIPS 2021