Sarah Filippi

发表

Optimism in reinforcement learning and Kullback-Leibler divergence

Sarah Filippi, Olivier Cappe, Aurelien Garivier, 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

A framework for parameter estimation and model selection from experimental data in systems biology using approximate Bayesian computation

Sarah Filippi, Juliane Liepe, Paul Kirk, 2014, Nature Protocols.

Optimism in Reinforcement Learning Based on Kullback-Leibler Divergence pdf

Aurélien Garivier, Olivier Cappé, Sarah Filippi, 2010, ArXiv.

A Near Optimal Policy for Channel Allocation in Cognitive Radio

Eric Moulines, Olivier Cappé, Sarah Filippi, 2008, EWRL.

Interpreting Deep Neural Networks Through Variable Importance pdf

Sarah Filippi, Lorin Crawford, Seth Flaxman, 2019, ArXiv.

Maximizing the Information Content of Experiments in Systems Biology

Michael P. H. Stumpf, Sarah Filippi, Juliane Liepe, 2013, PLoS Comput. Biol..

Large-scale kernel methods for independence testing

Arthur Gretton, Sarah Filippi, Dino Sejdinovic, 2016, Statistics and Computing.

Bayesian Learning of Kernel Embeddings

John P. Cunningham, Sarah Filippi, Dino Sejdinovic, 2016, UAI.

Bayesian Kernel Two-Sample Testing

Sarah Filippi, Dino Sejdinovic, Seth Flaxman, 2020 .

BART-based inference for Poisson processes pdf

Mauricio Barahona, Axel Gandy, Sarah Filippi, 2020, ArXiv.

PEITH(Θ): perfecting experiments with information theory in Python with GPU support

Michael P. H. Stumpf, Sarah Filippi, Scott Ward, 2018, Bioinform..

Considerate approaches to achieving sufficiency for ABC model selection

Sarah Filippi, Thomas Thorne, Michael P.H. Stumpf, 2011, 1106.6281.

Considerate approaches to constructing summary statistics for ABC model selection

Michael P. H. Stumpf, Sarah Filippi, Chris P. Barnes, 2012, Statistics and Computing.

Feature-to-Feature Regression for a Two-Step Conditional Independence Test

Sarah Filippi, Dino Sejdinovic, Seth Flaxman, 2017, UAI.

Regret Bounds for Opportunistic Channel Access pdf

Aurélien Garivier, Olivier Cappé, Sarah Filippi, 2009, ArXiv.

Parametric Bandits: The Generalized Linear Case

Aurélien Garivier, Csaba Szepesvári, Olivier Cappé, 2010, NIPS.

Optimally Sensing a Single Channel Without Prior Information: The Tiling Algorithm and Regret Bounds

Aurélien Garivier, Olivier Cappé, Sarah Filippi, 2011, IEEE Journal of Selected Topics in Signal Processing.

Stratégies optimistes en apprentissage par renforcement. (Optimistic strategies in Reinforcement Learning)

Sarah Filippi, Sarah Filippi, 2010 .

A Bayesian nonparametric approach to quantifying dependence between random variables

Sarah Filippi, Christopher Holmes, 2015 .

Delayed Feedback in Episodic Reinforcement Learning pdf

Sarah Filippi, Ciara Pike-Burke, Benjamin Howson, 2021, ArXiv.

Variational Bayes for high-dimensional proportional hazards models with applications to gene expression variable selection

Sarah Filippi, Marina Evangelou, Kolyan Ray, 2021, 2112.10270.

Automated calibration for stability selection in penalised regression and graphical models: a multi-OMICs network application exploring the molecular response to tobacco smoking

Sarah Filippi, Marc Chadeau-Hyam, Julien Chiquet, 2021 .

Perturbation of fetal liver hematopoietic stem and progenitor cell development by trisomy 21

Sarah Filippi, Michael P H Stumpf, Mahesh Choolani, 2012, Proceedings of the National Academy of Sciences.

Information theory and signal transduction systems: from molecular information processing to network inference.

Sarah Filippi, Aaron Sim, Juliane Liepe, 2014, Seminars in cell & developmental biology.

On optimal kernel in ABC SMC

Michael P. H. Stumpf, Sarah Filippi, Chris P. Barnes, 2011 .

Nanog Fluctuations in Embryonic Stem Cells Highlight the Problem of Measurement in Cell Biology

Heather A. Harrington, Patrick S. Stumpf, Rosanna C. G. Smith, 2017, Biophysical journal.

Parametric Bandits: The Generalized Linear Case (extended version)

Aurélien Garivier, Csaba Szepesvári, Olivier Cappé, 2010, NIPS 2010.

The ecology in the hematopoietic stem cell niche determines the clinical outcome in chronic myeloid leukemia

Sarah Filippi, Michael P H Stumpf, Adam L MacLean, 2014, Proceedings of the National Academy of Sciences.

Robustness of MEK-ERK Dynamics and Origins of Cell-to-Cell Variability in MAPK Signaling

Sarah Filippi, Takumi Wada, Katsuyuki Kunida, 2016, Cell reports.