Search Results - "Mehrjou, Arash" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

Real-time prediction of COVID-19 related mortality using electronic health records

Real-time prediction of COVID-19 related mortality using electronic health records

by Schwab, Patrick, Mehrjou, Arash, Parbhoo, Sonali, Celi, Leo Anthony, Hetzel, Jürgen, Hofer, Markus, Schölkopf, Bernhard, Bauer, Stefan
Published in Nature communications (16.02.2021)

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Journal Article

Pyfectious: An individual-level simulator to discover optimal containment policies for epidemic diseases

Pyfectious: An individual-level simulator to discover optimal containment policies for epidemic diseases

by Mehrjou, Arash, Soleymani, Ashkan, Abyaneh, Amin, Bhatt, Samir, Schölkopf, Bernhard, Bauer, Stefan
Published in PLoS computational biology (01.01.2023)

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Enhancing the resolution of the angular orientations of the flow controlling blades on a sustainable house by training an artificial neural network

Enhancing the resolution of the angular orientations of the flow controlling blades on a sustainable house by training an artificial neural network

by Amini, Kasra, Mehrjou, Arash, Mani, Mahmoud
Published in Energy efficiency (01.02.2021)

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Journal Article

Improved Bayesian information criterion for mixture model selection

Improved Bayesian information criterion for mixture model selection

by Mehrjou, Arash, Hosseini, Reshad, Nadjar Araabi, Babak
Published in Pattern recognition letters (01.01.2016)

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Journal Article

Federated Learning as a Mean-Field Game

Federated Learning as a Mean-Field Game

by Mehrjou, Arash
Published in arXiv.org (08.07.2021)

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Paper Journal Article

Artificial Buildings: Safety, Complexity and a Quantifiable Measure of Beauty

Artificial Buildings: Safety, Complexity and a Quantifiable Measure of Beauty

by Mehrjou, Arash
Published in arXiv.org (17.06.2020)

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Paper Journal Article

Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm

Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm

by Chevalley, Mathieu, Schwab, Patrick, Mehrjou, Arash
Year of Publication 28.05.2024

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Journal Article

Analysis of Nonautonomous Adversarial Systems

Analysis of Nonautonomous Adversarial Systems

by Mehrjou, Arash
Published in arXiv.org (13.03.2018)

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Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry

Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry

by Mehrjou, Arash
Published in arXiv.org (17.08.2017)

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Paper Journal Article

Deep Lyapunov Function: Automatic Stability Analysis for Dynamical Systems

Deep Lyapunov Function: Automatic Stability Analysis for Dynamical Systems

by Mehrjou, Arash, Schölkopf, Bernhard
Published in arXiv.org (24.01.2019)

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Deep Nonlinear Non-Gaussian Filtering for Dynamical Systems

Deep Nonlinear Non-Gaussian Filtering for Dynamical Systems

by Mehrjou, Arash, Schölkopf, Bernhard
Published in arXiv.org (14.11.2018)

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CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data

CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data

by Chevalley, Mathieu, Roohani, Yusuf, Mehrjou, Arash, Leskovec, Jure, Schwab, Patrick
Published in arXiv.org (03.07.2023)

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Diffusion Models for Video Prediction and Infilling

Diffusion Models for Video Prediction and Infilling

by Höppe, Tobias, Mehrjou, Arash, Bauer, Stefan, Nielsen, Didrik, Dittadi, Andrea
Published in arXiv.org (14.11.2022)

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From Points to Functions: Infinite-dimensional Representations in Diffusion Models

From Points to Functions: Infinite-dimensional Representations in Diffusion Models

by Mittal, Sarthak, Lajoie, Guillaume, Bauer, Stefan, Mehrjou, Arash
Published in arXiv.org (25.10.2022)

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Diffusion-Based Representation Learning

Diffusion-Based Representation Learning

by Abstreiter, Korbinian, Mittal, Sarthak, Bauer, Stefan, Schölkopf, Bernhard, Mehrjou, Arash
Published in arXiv.org (01.08.2022)

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Neural Lyapunov Redesign

Neural Lyapunov Redesign

by Mehrjou, Arash, Ghavamzadeh, Mohammad, Schölkopf, Bernhard
Published in arXiv.org (23.11.2020)

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Federated Causal Discovery From Interventions

Federated Causal Discovery From Interventions

by Abyaneh, Amin, Scherrer, Nino, Schwab, Patrick, Bauer, Stefan, Schölkopf, Bernhard, Mehrjou, Arash
Published in arXiv.org (11.02.2024)

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Learning Dynamical Systems using Local Stability Priors

Learning Dynamical Systems using Local Stability Priors

by Mehrjou, Arash, Iannelli, Andrea, Schölkopf, Bernhard
Published in arXiv.org (23.08.2020)

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DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design

DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design

by Lyle, Clare, Mehrjou, Arash, Notin, Pascal, Jesson, Andrew, Bauer, Stefan, Yarin Gal, Schwab, Patrick
Published in arXiv.org (07.12.2023)

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Physical Derivatives: Computing policy gradients by physical forward-propagation

Physical Derivatives: Computing policy gradients by physical forward-propagation

by Mehrjou, Arash, Soleymani, Ashkan, Bauer, Stefan, Schölkopf, Bernhard
Published in arXiv.org (15.01.2022)

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