Inigo Urteaga
6 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
MLHC (3)
ACL (1)
AISTATS (1)
UAI (1)
Top co-authors
Keywords
thompson sampling
(2)
gaussian process
(2)
multi-armed bandit
(2)
uncertainty quantification
(1)
masked language model
(1)
regret minimization
(1)
probabilistic generative model
(1)
bayesian optimization
(1)
generative model
(1)
mixture model
(1)
contextual bandit
(1)
calibrated prediction
(1)
predictive model
(1)
mobile health
(1)
language model pre-training
(1)
dilated convolution
(1)
reward distribution
(1)
temporal mapping
(1)
multi-armed contextual bandit
(1)
hormonal dynamics
(1)
Papers
Accurate and Scalable Stochastic Gaussian Process Regression via Learnable Coreset-based Variational Inference
UAI 2025
Minimax Risk Classifiers for Mislabeled Data: a Study on Patient Outcome Prediction Tasks
MLHC 2024
Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking
ACL 2023
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction
MLHC 2021
Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics
MLHC 2019
Variational inference for the multi-armed contextual bandit
AISTATS 2018