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Ruchi Puri

4 papers hereh-index 7638 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.DC1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedModel Agnostic Contrastive Explanations for Structured Data

29 citations · 36 across the 3 of their papers we have counts for

collaborators

4 papers

cs.SE2021

CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks

Ruchir Puri, David S. Kung, Geert Janssen +14

Over the last several decades, software has been woven into the fabric of every aspect of our society. As software development surges and code infrastructure of enterprise applicat…

cs.LG2019★ 29 cited

Model Agnostic Contrastive Explanations for Structured Data

Amit Dhurandhar, Tejaswini Pedapati, Avinash Balakrishnan +3

Recently, a method [7] was proposed to generate contrastive explanations for differentiable models such as deep neural networks, where one has complete access to the model. In this…

cs.LG2019★ 6 cited

NeuNetS: An Automated Synthesis Engine for Neural Network Design

Atin Sood, Benjamin Elder, Benjamin Herta +17

Application of neural networks to a vast variety of practical applications is transforming the way AI is applied in practice. Pre-trained neural network models available through AP…

cs.DC2017★ 1 cited

IBM Deep Learning Service

Bishwaranjan Bhattacharjee, Scott Boag, Chandani Doshi +15

Deep learning driven by large neural network models is overtaking traditional machine learning methods for understanding unstructured and perceptual data domains such as speech, te…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.