Yani Ioannou

Yani Ioannou

University of Toronto

H-index: 13

North America-Canada

About Yani Ioannou

Yani Ioannou, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Deep Learning, Computer Vision, Efficient Deep Learning, Sparse Neural Networks.

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

Dynamic Sparse Training with Structured Sparsity

Classification Bias on a Data Diet

Detecting Shortcuts using Mutual Information

Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win

Monitoring Shortcut Learning using Mutual Information

Bounding generalization error with input compression: An empirical study with infinite-width networks

Domain-Agnostic Clustering with Self-Distillation

Yani Ioannou Information

University

Position

- Sessional Lecturer

Citations(all)

2126

Citations(since 2020)

1639

Cited By

1190

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

13

i10Index(since 2020)

13

Email

University Profile Page

University of Toronto

Google Scholar

View Google Scholar Profile

Yani Ioannou Skills & Research Interests

Deep Learning

Computer Vision

Efficient Deep Learning

Sparse Neural Networks

Top articles of Yani Ioannou

Title

Journal

Author(s)

Publication Date

Dynamic Sparse Training with Structured Sparsity

Mike Lasby

Anna Golubeva

Utku Evci

Mihai Nica

Yani Ioannou

2024/5/7

Classification Bias on a Data Diet

Tejas Pote

Mohammed Adnan

Yigit Yargic

Yani Ioannou

2023/12/1

Detecting Shortcuts using Mutual Information

Mohammed Adnan

Yani Ioannou

Kenyon Tsai

Angus Galloway

Hamid Tizhoosh

...

2023/10/13

Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win

Utku Evci

Yani A Ioannou

Cem Keskin

Yann Dauphin

2022/6/28

Monitoring Shortcut Learning using Mutual Information

arXiv preprint arXiv:2206.13034

Mohammed Adnan

Yani Ioannou

Chuan-Yung Tsai

Angus Galloway

Hamid R Tizhoosh

...

2022/6/27

Bounding generalization error with input compression: An empirical study with infinite-width networks

arXiv preprint arXiv:2207.09408

Angus Galloway

Anna Golubeva

Mahmoud Salem

Mihai Nica

Yani Ioannou

...

2022/7/19

Domain-Agnostic Clustering with Self-Distillation

arXiv preprint arXiv:2111.12170

Mohammed Adnan

Yani A Ioannou

Chuan-Yung Tsai

Graham W Taylor

2021/11/23

See List of Professors in Yani Ioannou University(University of Toronto)

Co-Authors

H-index: 95
Roberto Cipolla

Roberto Cipolla

University of Cambridge

H-index: 57
Alex Mihailidis

Alex Mihailidis

University of Toronto

H-index: 32
Babak Taati

Babak Taati

University of Toronto

H-index: 31
Osbert Bastani

Osbert Bastani

University of Pennsylvania

H-index: 30
Michael Greenspan

Michael Greenspan

Queens University

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