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Exponential Convergence of Sum-of-Squares Hierarchies for Trigonometric Polynomials

SIAM journal on optimization, 2023-01, Vol.33 (3), p.2137-2159

2023

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Approximating Hamiltonian dynamics with the Nyström method

Quantum (Vienna, Austria), 2020-02, Vol.4, p.234, Article 234

2020

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Regularized Kernel Algorithms for Support Estimation

Frontiers in applied mathematics and statistics, 2017-11, Vol.3

2017

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Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces

Applied and computational harmonic analysis, 2020-05, Vol.48 (3), p.868-890

2020

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Second Order Conditions to Decompose Smooth Functions as Sums of Squares

SIAM journal on optimization, 2024-03, Vol.34 (1), p.616-641

2024

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Finding global minima via kernel approximations

Mathematical programming, 2024-04

2024

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Faster Kriging: Facing High-Dimensional Simulators

Operations research, 2020-01, Vol.68 (1), p.233-249

2020

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Approximation of optimization problems with constraints through kernel Sum-of-Squares

Optimization, 2024-03, p.1-26

2024

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Vector-Valued Least-Squares Regression under Output Regularity Assumptions

Journal of machine learning research, 2022-01

2022

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Statistical limits of supervised quantum learning

Physical review. A, 2020-10, Vol.102 (4), Article 042414

2020

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Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces

Applied and computational harmonic analysis, 2018-10

2018

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Optimal Estimation of Smooth Transport Maps with Kernel SoS

SIAM journal on mathematics of data science, 2024-06, Vol.6 (2), p.311-342

2024

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Geometrical and computational aspects of Spectral Support Estimation for novelty detection

Pattern recognition letters, 2014-01, Vol.36, p.107-116

2014

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Regularization: From Inverse Problems to Large-Scale Machine Learning

Harmonic and Applied Analysis, 2021, p.245-296

2021

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Learning Sets and Subspaces

Regularization, Optimization, Kernels, and Support Vector Machines, 2015, p.355-376

2015

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The Senescence‐Related Mitochondrial/Oxidative Stress Pathway is Repressed in Human Induced Pluripotent Stem Cells

Stem cells (Dayton, Ohio), 2010-04, Vol.28 (4), p.721-733

2010

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Single‐cell transcriptomics reveals distinct inflammation‐induced microglia signatures

EMBO reports, 2018-11, Vol.19 (11), p.n/a

2018

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Immune-responsive gene 1 protein links metabolism to immunity by catalyzing itaconic acid production

Proceedings of the National Academy of Sciences - PNAS, 2013-05, Vol.110 (19), p.7820-7825

2013

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Machine learning can identify newly diagnosed patients with CLL at high risk of infection

Nature communications, 2020-01, Vol.11 (1), p.363-363, Article 363

2020

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An empirical study on the determinants of essential patent claims in compatibility standards

Research policy, 2011-09, Vol.40 (7), p.1001-1015

2011

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Preventive Transhepatic Tract Embolisation after Percutaneous Biliary Interventions: A Systematic Review

Canadian journal of gastroenterology & hepatology, 2020-10, Vol.2020 (2020), p.1-8

2020

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NF-κB regulated expression of A20 controls IKK dependent repression of RIPK1 induced cell death in activated T cells

Cell death and differentiation, 2024-09

2024

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Gene Regulatory Network Inference of Immunoresponsive Gene 1 (IRG1) Identifies Interferon Regulatory Factor 1 (IRF1) as Its Transcriptional Regulator in Mammalian Macrophages

PloS one, 2016-02, Vol.11 (2), p.e0149050-e0149050

2016

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Exponential Convergence of Sum-of-Squares Hierarchies for Trigonometric Polynomials

Approximating Hamiltonian dynamics with the Nyström method

Regularized Kernel Algorithms for Support Estimation

Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces

Second Order Conditions to Decompose Smooth Functions as Sums of Squares

Finding global minima via kernel approximations

Faster Kriging: Facing High-Dimensional Simulators

Approximation of optimization problems with constraints through kernel Sum-of-Squares

Vector-Valued Least-Squares Regression under Output Regularity Assumptions

Statistical limits of supervised quantum learning

Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces

Optimal Estimation of Smooth Transport Maps with Kernel SoS

Geometrical and computational aspects of Spectral Support Estimation for novelty detection

Regularization: From Inverse Problems to Large-Scale Machine Learning

Learning Sets and Subspaces

The Senescence‐Related Mitochondrial/Oxidative Stress Pathway is Repressed in Human Induced Pluripotent Stem Cells

Single‐cell transcriptomics reveals distinct inflammation‐induced microglia signatures

Immune-responsive gene 1 protein links metabolism to immunity by catalyzing itaconic acid production

Machine learning can identify newly diagnosed patients with CLL at high risk of infection

An empirical study on the determinants of essential patent claims in compatibility standards

Preventive Transhepatic Tract Embolisation after Percutaneous Biliary Interventions: A Systematic Review

NF-κB regulated expression of A20 controls IKK dependent repression of RIPK1 induced cell death in activated T cells

Effect of Multimodal Prehabilitation on Reducing Postoperative Complications and Enhancing Functional Capacity Following Colorectal Cancer Surgery: The PREHAB Randomized Clinical Trial

Neurodegeneration and neuroinflammation are linked, but independent of alpha‐synuclein inclusions, in a seeding/spreading mouse model of Parkinson's disease

Gene Regulatory Network Inference of Immunoresponsive Gene 1 (IRG1) Identifies Interferon Regulatory Factor 1 (IRF1) as Its Transcriptional Regulator in Mammalian Macrophages

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