Articles by Corinna Cortes | Synthical

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Articles by Corinna Cortes

Cardinality-Aware Set Prediction and Top-k Classification

9 July 2024 by Corinna Cortes and others

Machine Learning

Differentially Private Domain Adaptation with Theoretical Guarantees

4 February 2024 by Raef Bassily and others at

Machine Learning, Cryptography and Security

Laser Coronary Atherectomy and polymeric coronary wires in uncrossable lesions ? A word of caution.

21 November 2023 by I. Amat-Santos and others

Cardiovascular Medicine

Best-Effort Adaptation

10 May 2023 by Pranjal Awasthi and others

Machine Learning

Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment

20 September 2021 by Corinna Cortes and Neil Lawrence

Digital Libraries, Machine Learning

A Discriminative Technique for Multiple-Source Adaptation

12 February 2021 by Corinna Cortes and others

Machine Learning

Relative Deviation Margin Bounds

28 October 2020 by Corinna Cortes and others

Machine Learning

Beyond Individual and Group Fairness

21 August 2020 by Pranjal Awasthi and others

Machine Learning

The lack of myelin in the mutant taiep rat induces a differential immune response related to protection to the human parasite Trichinella spiralis

20 August 2020 by K. Nava-Castro and others

The VVV Infrared Variability Catalog (VIVA-I)

11 May 2020 by C. E. Ferreira Lopes and others

Solar and Stellar Astrophysics, Instrumentation and Methods for Astrophysics

Adaptive Region-Based Active Learning

18 February 2020 by Corinna Cortes and others

Machine Learning

Learning GANs and Ensembles Using Discrepancy

6 November 2019 by Ben Adlam and others

Machine Learning

AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles

30 April 2019 by Charles Weill and others at

Machine Learning

Online Non-Additive Path Learning under Full and Partial Information

19 April 2018 by Corinna Cortes and others

Machine Learning

Online Learning with Abstention

27 February 2018 by Corinna Cortes and others

Machine Learning

Discrepancy-Based Algorithms for Non-Stationary Rested Bandits

27 February 2018 by Corinna Cortes and others

Machine Learning

Structured Prediction Theory Based on Factor Graph Complexity

1 December 2016 by Corinna Cortes and others

Machine Learning

AdaNet: Adaptive Structural Learning of Artificial Neural Networks

19 November 2016 by Corinna Cortes and others

Machine Learning

Near-Field cosmology with RR Lyrae variable stars: A first view of substructure in the southern sky

23 March 2016 by S. Duffau and others

Astrophysics of Galaxies

Voted Kernel Regularization

14 September 2015 by Corinna Cortes and others

Machine Learning

Kinematics of a globular cluster with an extended profile: NGC5694

29 October 2014 by Michele Bellazzini and others

Solar and Stellar Astrophysics

Adaptation Algorithm and Theory Based on Generalized Discrepancy

8 May 2014 by Corinna Cortes and others

Machine Learning

Relative Deviation Learning Bounds and Generalization with Unbounded Loss Functions

14 April 2014 by Corinna Cortes and others

Machine Learning

Algorithms for Learning Kernels Based on Centered Alignment

8 April 2014 by Corinna Cortes and others

Machine Learning, Artificial Intelligence

Helium enhanced stars and multiple populations along the horizontal branch of NGC2808: direct spectroscopic measurements

16 October 2013 by Anna Fabiola Marino and others

Solar and Stellar Astrophysics

Overview of semi-sinusoidal stellar variability with the CoRoT satellite

3 May 2013 by J. R. De Medeiros and others

Solar and Stellar Astrophysics

High temperature plasmonics: Narrowband, tunable, near-field thermal sources

26 April 2013 by Yu Guo and others

Optics, Mesoscale and Nanoscale Physics

L2 Regularization for Learning Kernels

9 May 2012 by Corinna Cortes and others

Machine Learning

Ensembles of Kernel Predictors

14 February 2012 by Corinna Cortes and others

Machine Learning

Transforming triangulations on non planar-surfaces

21 May 2010 by Cristían Cortés and others

Metric Geometry, Computational Geometry

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