Agnieszka Słowik
4 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Core AI
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Types
(1)
Optimization
(1)
Reasoning
(1)
Techniques
(1)
Keywords
bias mitigation
(2)
distributionally robust optimization
(2)
adversarial robustness
(1)
hyperparameter optimization
(1)
attention mechanism
(1)
bayesian optimization
(1)
worst-case risk
(1)
automated theorem proving
(1)
theorem prover
(1)
premise selection
(1)
data rebalancing
(1)
data curation
(1)
sparse computation
(1)
bayesian optimisation
(1)
modular network
(1)
heuristic optimization
(1)
neural function module
(1)
sparse argument
(1)
top-down feedback
(1)
bottom-up feedback
(1)
Papers
On Distributionally Robust Optimization and Data Rebalancing
AISTATS 2022
On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract)
AAAI 2022
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers
AISTATS 2021
Bayesian Optimisation for Premise Selection in Automated Theorem Proving (Student Abstract)
AAAI 2020