Anastasia Makarova
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🔥
Unstoppable
(6)
Conferences
ICLR (3)
AUTOML (1)
ICCV (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
bayesian optimization
(3)
tensor decomposition
(1)
gaussian process
(1)
differentiable programming
(1)
early stopping
(1)
thompson sampling
(1)
hyperparameter tuning
(1)
regret bound
(1)
surrogate model
(1)
mixed-integer optimization
(1)
low-rank embedding
(1)
heteroscedastic model
(1)
overfitting prevention
(1)
visual datum
(1)
neural network encoder
(1)
risk-aware acquisition
(1)
validation error
(1)
hyperparameter optimization
(1)
optimal termination
(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
Risk-averse Heteroscedastic Bayesian Optimization
NIPS 2021
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation
ICCV 2021
Mixed-Variable Bayesian Optimization
IJCAI 2020