Anastasia Makarova
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Keywords
bayesian optimization
(3)
regret bound
(2)
epistemic uncertainty
(1)
preference learning
(1)
direct preference optimization
(1)
data augmentation
(1)
tensor decomposition
(1)
reinforcement learning from human feedback
(1)
gaussian process
(1)
differentiable programming
(1)
early stopping
(1)
thompson sampling
(1)
hyperparameter tuning
(1)
cumulative regret
(1)
structural equation model
(1)
reward hacking
(1)
surrogate model
(1)
reward model
(1)
structural causal model
(1)
mixed-integer optimization
(1)
Papers
RRM: Robust Reward Model Training Mitigates Reward Hacking
ICLR 2025
Adversarial Causal Bayesian Optimization
ICLR 2024
Model-based Causal Bayesian Optimization
ICLR 2023
Automatic Termination for Hyperparameter Optimization
AutoML 2022
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation
ICCV 2021
Risk-averse Heteroscedastic Bayesian Optimization
NeurIPS 2021
Mixed-Variable Bayesian Optimization
IJCAI 2020