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Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.2233-2241

2017

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Convolutional Neural Network (CNN-SA) based Selective Amplification Model to Enhance Image Quality for Efficient Fire Detection

International journal of image, graphics and signal processing, 2021-10, Vol.13 (5), p.51-59

2021

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Hierarchical Machine Learning Model for Mechanical Property Predictions of Polyurethane Elastomers From Small Datasets

Frontiers in materials, 2019-05, Vol.6

2019

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Twisted Plating - A Method of Distal Fibula Fixation

Revista brasileira de ortopedia, 2020-02, Vol.55 (1), p.33-39

2020

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Mitigation of whole-body gamma radiation–induced damages by Clerodendron infortunatum in mammalian organisms

Journal of radiation research, 2017-05, Vol.58 (3), p.281-291

2017

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Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): an algorithm for joint optimization of discrimination and calibration

PloS one, 2012-11, Vol.7 (11), p.e48823

2012

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The risk of trivial solutions in bipartite top ranking

Machine learning, 2019-04, Vol.108 (4), p.627-658

Menon, Aditya Krishna

2019

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Fast Algorithms for Approximating the Singular Value Decomposition

ACM transactions on knowledge discovery from data, 2011-02, Vol.5 (2), p.1-36

2011

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Robust, Deep and Inductive Anomaly Detection

Machine Learning and Knowledge Discovery in Databases, p.36-51

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Safety and efficacy of sequential simultaneous bilateral total knee arthroplasty: A single centre retrospective cohort study

Journal of clinical orthopaedics and trauma, 2020-07, Vol.11 (Suppl 4), p.S636-S644

2020

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Learning from binary labels with instance-dependent noise

Machine learning, 2018-09, Vol.107 (8-10), p.1561-1595

2018

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Solid carbon production and recovery from high temperature methane pyrolysis in bubble columns containing molten metals and molten salts

Carbon (New York), 2019-10, Vol.151, p.181-191

2019

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Beam search algorithms for multilabel learning

Machine learning, 2013-07, Vol.92 (1), p.65-89

2013

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Link Prediction via Matrix Factorization

Machine Learning and Knowledge Discovery in Databases, p.437-452

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The Uses of Śeṣa: Sacrificial Leftovers, Supplements and Subjects in Derrida, Jaimini and Rāmānuja

Menon, Aditya

2023

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Interplay of Anionic Functionality in Polymer-Grafted Lignin Superplasticizers for Portland Cement

Industrial & engineering chemistry research, 2019-10, Vol.58 (43), p.19760-19766

2019

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Analgesic effectiveness of Local Infiltrative Analgesia alone versus combined single dose adductor canal block with Local Infiltrative Analgesia: A single centre case control study

Journal of clinical orthopaedics and trauma, 2020-10, Vol.11 (Suppl 5), p.S717-S721

2020

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Hepatoprotective activity of Andrographis Paniculata and Swertia Chirayita

Food and chemical toxicology, 2011-12, Vol.49 (12), p.3367-3373

2011

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Advantages of clamping and drainage over continuous drainage in a total knee arthroplasty

Journal of clinical orthopaedics and trauma, 2020-01, Vol.11 (1), p.133-135

2020

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Predicting labels for dyadic data

Data mining and knowledge discovery, 2010-09, Vol.21 (2), p.327-343

2010

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Uso de placa retorcida – Um método de fixação da fíbula distal

Revista brasileira de ortopedia, 2020-02, Vol.55 (1), p.033-039

2020

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Salvaging lives in carbapenem-resistant Gram-negative osteoarticular and soft tissue infections: early compromises save lives

International orthopaedics, 2022-05, Vol.46 (5), p.963-970

2022

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Decreasing hospital length of stay and enhancing recovery in Total Knee Arthroplasty

Journal of clinical orthopaedics and trauma, 2020-01, Vol.11 (1), p.122-128

2020

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Hierarchical Machine Learning for High-Fidelity 3D Printed Biopolymers

ACS biomaterials science & engineering, 2020-12, Vol.6 (12), p.7021-7031

2020

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Detecting inappropriate access to electronic health records using collaborative filtering

Machine learning, 2014-04, Vol.95 (1), p.87-101

2014

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Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach

Convolutional Neural Network (CNN-SA) based Selective Amplification Model to Enhance Image Quality for Efficient Fire Detection

Hierarchical Machine Learning Model for Mechanical Property Predictions of Polyurethane Elastomers From Small Datasets

Twisted Plating - A Method of Distal Fibula Fixation

Mitigation of whole-body gamma radiation–induced damages by Clerodendron infortunatum in mammalian organisms

Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): an algorithm for joint optimization of discrimination and calibration

The risk of trivial solutions in bipartite top ranking

Fast Algorithms for Approximating the Singular Value Decomposition

Robust, Deep and Inductive Anomaly Detection

Safety and efficacy of sequential simultaneous bilateral total knee arthroplasty: A single centre retrospective cohort study

Learning from binary labels with instance-dependent noise

Solid carbon production and recovery from high temperature methane pyrolysis in bubble columns containing molten metals and molten salts

Beam search algorithms for multilabel learning

Link Prediction via Matrix Factorization

The Uses of Śeṣa: Sacrificial Leftovers, Supplements and Subjects in Derrida, Jaimini and Rāmānuja

Interplay of Anionic Functionality in Polymer-Grafted Lignin Superplasticizers for Portland Cement

Analgesic effectiveness of Local Infiltrative Analgesia alone versus combined single dose adductor canal block with Local Infiltrative Analgesia: A single centre case control study

Hepatoprotective activity of Andrographis Paniculata and Swertia Chirayita

Advantages of clamping and drainage over continuous drainage in a total knee arthroplasty

Predicting labels for dyadic data

Uso de placa retorcida – Um método de fixação da fíbula distal

Salvaging lives in carbapenem-resistant Gram-negative osteoarticular and soft tissue infections: early compromises save lives

Decreasing hospital length of stay and enhancing recovery in Total Knee Arthroplasty

Hierarchical Machine Learning for High-Fidelity 3D Printed Biopolymers

Detecting inappropriate access to electronic health records using collaborative filtering

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