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Efficient Data Representation by Selecting Prototypes with Importance
Weights

v1v2v3v4 (latest)

Efficient Data Representation by Selecting Prototypes with Importance Weights

5 July 2017

Karthik S. Gurumoorthy

Amit Dhurandhar

Guillermo Cecchi

ArXiv (abs)PDF HTML

Papers citing "Efficient Data Representation by Selecting Prototypes with Importance Weights"

10 / 10 papers shown

Explainable AI for clinical risk prediction: a survey of concepts,
methods, and modalities

Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities

Munib Mesinovic

Peter Watkinson

300

9

0

16 Aug 2023

Analogies and Feature Attributions for Model Agnostic Explanation of
Similarity Learners

Analogies and Feature Attributions for Model Agnostic Explanation of Similarity Learners

Karthikeyan N. Ramamurthy

Amit Dhurandhar

280

3

0

02 Feb 2022

A Survey on the Explainability of Supervised Machine Learning

A Survey on the Explainability of Supervised Machine LearningJournal of Artificial Intelligence Research (JAIR), 2020

431

928

0

16 Nov 2020

Sequential Explanations with Mental Model-Based Policies

Sequential Explanations with Mental Model-Based Policies

Joseph Jay Williams

282

16

0

17 Jul 2020

Interpretable Counterfactual Explanations Guided by Prototypes

Interpretable Counterfactual Explanations Guided by Prototypes

450

460

0

03 Jul 2019

Model Agnostic Contrastive Explanations for Structured Data

Model Agnostic Contrastive Explanations for Structured Data

Amit Dhurandhar

Tejaswini Pedapati

Avinash Balakrishnan

Karthikeyan Shanmugam

348

93

0

31 May 2019

Leveraging Latent Features for Local Explanations

Leveraging Latent Features for Local ExplanationsKnowledge Discovery and Data Mining (KDD), 2019

Amit Dhurandhar

Karthikeyan Shanmugam

375

37

0

29 May 2019

Streaming Methods for Restricted Strongly Convex Functions with
Applications to Prototype Selection

Streaming Methods for Restricted Strongly Convex Functions with Applications to Prototype Selection

Karthik S. Gurumoorthy

Amit Dhurandhar

160

0

0

21 Jul 2018

Explanations based on the Missing: Towards Contrastive Explanations with
Pertinent Negatives

Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives

Amit Dhurandhar

Karthikeyan Shanmugam

505

664

0

21 Feb 2018

TIP: Typifying the Interpretability of Procedures

TIP: Typifying the Interpretability of Procedures

Amit Dhurandhar

Karthikeyan Shanmugam

367

35

0

09 Jun 2017

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