Inigo Urteaga
7 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Optimization & Theory
(4)
Deep Learning
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
multi-armed bandit
(2)
gaussian process
(2)
thompson sampling
(2)
anomaly detection
(1)
coreset selection
(1)
masked language model
(1)
uncertainty quantification
(1)
state space model
(1)
time series
(1)
gaussian process regression
(1)
probabilistic generative model
(1)
classifier performance
(1)
bayesian optimization
(1)
generative model
(1)
stochastic variational inference
(1)
regret minimization
(1)
hyperparameter optimization
(1)
variational inference
(1)
mixture model
(1)
multi-task learning
(1)
Papers
Anomaly detection in time-series via inductive biases in the latent space of conditional normalizing flows
UAI 2026
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