Shivani Agarwal

Shivani Agarwal

University of Pennsylvania

H-index: 34

North America-United States

About Shivani Agarwal

Shivani Agarwal, With an exceptional h-index of 34 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Pennsylvania, specializes in the field of Machine Learning, Learning Theory.

His recent articles reflect a diverse array of research interests and contributions to the field:

Consistent Multiclass Algorithms for Complex Metrics and Constraints

Learning from noisy labels with no change to the training process

Stochastic dueling bandits with adversarial corruption

Convex Calibrated Surrogates for the Multi-Label F-Measure

Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions

Training and Funding Pipelines for Data Science: the Need for a Common Core of Transdisciplinary Principles

Conference on Learning Theory 2020: Preface

Choice Bandits

Shivani Agarwal Information

University

Position

___

Citations(all)

5462

Citations(since 2020)

1860

Cited By

4453

hIndex(all)

34

hIndex(since 2020)

25

i10Index(all)

55

i10Index(since 2020)

42

Email

University Profile Page

Google Scholar

Shivani Agarwal Skills & Research Interests

Machine Learning

Learning Theory

Top articles of Shivani Agarwal

Consistent Multiclass Algorithms for Complex Metrics and Constraints

arXiv preprint arXiv:2210.09695

2022/10/18

Shiv Kumar Tavker
Shiv Kumar Tavker

H-Index: 1

Shivani Agarwal
Shivani Agarwal

H-Index: 24

Learning from noisy labels with no change to the training process

2021/7/1

Mingyuan Zhang
Mingyuan Zhang

H-Index: 3

Shivani Agarwal
Shivani Agarwal

H-Index: 24

Stochastic dueling bandits with adversarial corruption

2021/3/1

Arpit Agarwal
Arpit Agarwal

H-Index: 2

Shivani Agarwal
Shivani Agarwal

H-Index: 24

Convex Calibrated Surrogates for the Multi-Label F-Measure

2020/11/21

Mingyuan Zhang
Mingyuan Zhang

H-Index: 3

Shivani Agarwal
Shivani Agarwal

H-Index: 24

Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions

2020/11/21

Training and Funding Pipelines for Data Science: the Need for a Common Core of Transdisciplinary Principles

Harvard Data Science Review

2020/9/30

Shivani Agarwal
Shivani Agarwal

H-Index: 24

Conference on Learning Theory 2020: Preface

2020/7/15

Jacob Abernethy
Jacob Abernethy

H-Index: 23

Shivani Agarwal
Shivani Agarwal

H-Index: 24

Choice Bandits

Advances in Neural Information Processing Systems

2020

Bayes Consistency vs. H-Consistency: The Interplay between Surrogate Loss Functions and the Scoring Function Class

Advances in Neural Information Processing Systems

2020

Mingyuan Zhang
Mingyuan Zhang

H-Index: 3

Shivani Agarwal
Shivani Agarwal

H-Index: 24

See List of Professors in Shivani Agarwal University(University of Pennsylvania)