Iñigo Urteaga

Victor Alfonso Rodriguez

Noémie Elhadad

Adler J. Perotte

CoRR, 2024

2023

A Coreset-based, Tempered Variational Posterior for Accurate and Scalable Stochastic Gaussian Process Inference.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking.

[BibT_eX]

[DOI]

Moulay-Zaïdane Draïdia

Tomer Lancewicki

Shahram Khadivi

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Multi-armed bandits for online optimization of language model pre-training: the use case of dynamic masking.

[BibT_eX]

[DOI]

Moulay-Zaïdane Draïdia

Tomer Lancewicki

Shahram Khadivi

CoRR, 2022

Human, Data, and Algorithmic Perspectives to Inform the Design of RL-enabled Self-management Regimens.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2022, 2022

2021

A predictive model for next cycle start date that accounts for adherence in menstrual self-tracking.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2021

A generative, predictive model for menstrual cycle lengths that accounts for potential self-tracking artifacts in mobile health data.

[BibT_eX]

[DOI]

CoRR, 2021

A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2021

2020

Learning endometriosis phenotypes from patient-generated data.

[BibT_eX]

[DOI]

Mollie McKillop

Noémie Elhadad

npj Digit. Medicine, 2020

Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2020

2019

Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2019

Learning Across a Healthcare Data Network to Improve Model Robustness and Evidence Reliability.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

2018

Phenotyping Endometriosis through Mixed Membership Models of Self-Tracking Data.

[BibT_eX]

[DOI]

CoRR, 2018

(Sequential) Importance Sampling Bandits.

[BibT_eX]

[DOI]

Chris H. Wiggins

CoRR, 2018

Nonparametric Gaussian mixture models for the multi-armed contextual bandit.

[BibT_eX]

[DOI]

Chris H. Wiggins

CoRR, 2018

Variational inference for the multi-armed contextual bandit.

[BibT_eX]

[DOI]

Chris Wiggins

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Sequential Estimation of Hidden ARMA Processes by Particle Filtering - Part II.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Sequential Estimation of Hidden ARMA Processes by Particle Filtering - Part I.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Sequential Monte Carlo for inference of latent ARMA time-series with innovations correlated in time.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2017

Towards Personalized Modeling of the Female Hormonal Cycle: Experiments with Mechanistic Models and Gaussian Processes.

[BibT_eX]

[DOI]

David J. Albers

Marija Vlajic Wheeler

Anna Druet

Hans Raffauf

Noémie Elhadad

CoRR, 2017

Bayesian bandits: balancing the exploration-exploitation tradeoff via double sampling.

[BibT_eX]

[DOI]

Chris H. Wiggins

CoRR, 2017

Multiple particle filtering for inference in the presence of state correlation of unknown mixing parameters.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Sequential Monte Carlo methods under model uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Sequential Monte Carlo sampling for correlated latent long-memory time-series.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Reliability of Bluetooth-based connectivity traces for the characterization of human interaction.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2015

DTN Routing Optimised by Human Routines: The HURRy Protocol.

[BibT_eX]

[DOI]

Susana Pérez

José María Cabero

Proceedings of the Wired/Wireless Internet Communications - 13th International Conference, 2015

Particle filtering of ARMA processes of unknown order and parameters.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Sequential Monte Carlo sampling for systems with fractional Gaussian processes.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

Filtering of nonlinear time-series coupled by fractional Gaussian processes.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014

AWARE: Activity aware maintenance of communication structures for wireless sensor networks.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2014

Acquisition of human traces with Bluetooth technology: Challenges and proposals.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2014

Estimation of ARMA state processes by particle filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Replication and optimization of hedge fund risk factor exposures.

[BibT_eX]

[DOI]

Douglas E. Johnston

Proceedings of the IEEE International Conference on Acoustics, 2013

2011

AWARE: Activity AWARE network clustering for wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011

2010

On the Design of a Scalable Multimedia Streaming System based on Receiver-driven Flow and Congestion Awareness.

[BibT_eX]

Proceedings of the SIGMAP 2010, 2010

2009

REDFLAG: A Run-timE, Distributed, Flexible, Lightweight, And Generic fault detection service for data-driven wireless sensor applications.

[BibT_eX]

[DOI]