Alexander Moreno
9 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
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Keyword Collector
(52)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(5)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Core AI
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
mobile health
(3)
hidden markov model
(2)
representation learning
(1)
metric learning
(1)
off-policy evaluation
(1)
matrix factorization
(1)
self-supervised learning
(1)
poisson process
(1)
attention mechanism
(1)
multimodal learning
(1)
expectation maximization
(1)
time series
(1)
exponential family
(1)
survival analysis
(1)
reconstruction error
(1)
gaussian processes
(1)
kronecker product
(1)
contrastive learning
(1)
regret bound
(1)
transformer architecture
(1)
Papers
The Price of Linear Time: Error Analysis of Structured Kernel Interpolation
ICML 2025
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning
ICLR 2024
RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
NeurIPS 2024
KrADagrad: Kronecker approximation-domination gradient preconditioned stochastic optimization
UAI 2023
Kernel Multimodal Continuous Attention
NeurIPS 2022
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation
NeurIPS 2022
A Robust Functional EM Algorithm for Incomplete Panel Count Data
NeurIPS 2020
A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM
MLHC 2019
iSurvive: An Interpretable, Event-time Prediction Model for mHealth
ICML 2017