Samira Ebrahimi Kahou

Samira Ebrahimi Kahou

École de Technologie Supérieure

H-index: 22

North America-Canada

About Samira Ebrahimi Kahou

Samira Ebrahimi Kahou, With an exceptional h-index of 22 and a recent h-index of 21 (since 2020), a distinguished researcher at École de Technologie Supérieure, specializes in the field of Machine Learning, Computer Vision, Deep Learning, Multimodal Learning, Reinforcement Learning.

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

Auxiliary losses for learning generalizable concept-based models

Neural semantic tagging for natural language-based search in building information models: Implications for practice

Spectral Temporal Contrastive Learning

Source-free Domain Adaptation Requires Penalized Diversity

Fairness under demographic scarce regime

Empowering Clinicians with MeDT: A Framework for Sepsis Treatment

Transformers in reinforcement learning: a survey

Learning to Play Atari in a World of Tokens

Samira Ebrahimi Kahou Information

University

Position

Associate Professor /Mila/Canada CIFAR AI Chair

Citations(all)

7976

Citations(since 2020)

6401

Cited By

4399

hIndex(all)

22

hIndex(since 2020)

21

i10Index(all)

27

i10Index(since 2020)

27

Email

University Profile Page

École de Technologie Supérieure

Google Scholar

View Google Scholar Profile

Samira Ebrahimi Kahou Skills & Research Interests

Machine Learning

Computer Vision

Deep Learning

Multimodal Learning

Reinforcement Learning

Top articles of Samira Ebrahimi Kahou

Title

Journal

Author(s)

Publication Date

Auxiliary losses for learning generalizable concept-based models

Advances in Neural Information Processing Systems

Ivaxi Sheth

Samira Ebrahimi Kahou

2024/2/13

Neural semantic tagging for natural language-based search in building information models: Implications for practice

Computers in Industry

Mehrzad Shahinmoghadam

Samira Ebrahimi Kahou

Ali Motamedi

2024/2/1

Spectral Temporal Contrastive Learning

arXiv preprint arXiv:2312.00966

Sacha Morin

Somjit Nath

Samira Ebrahimi Kahou

Guy Wolf

2023/12/1

Source-free Domain Adaptation Requires Penalized Diversity

arXiv preprint arXiv:2304.02798

Laya Rafiee Sevyeri

Ivaxi Sheth

Farhood Farahnak

Alexandre See

Samira Ebrahimi Kahou

...

2023/4/6

Fairness under demographic scarce regime

arXiv preprint arXiv:2307.13081

Patrik Joslin Kenfack

Samira Ebrahimi Kahou

Ulrich Aïvodji

2023/7/24

Empowering Clinicians with MeDT: A Framework for Sepsis Treatment

Aamer Abdul Rahman

Pranav Agarwal

Vincent Michalski

Rita Noumeir

Samira Kahou

2023/11/27

Transformers in reinforcement learning: a survey

Pranav Agarwal

Aamer Abdul Rahman

Pierre-Luc St-Charles

Simon JD Prince

Samira Ebrahimi Kahou

2023/7/12

Learning to Play Atari in a World of Tokens

Pranav Agarwal

Sheldon Andrews

Samira Ebrahimi Kahou

2023/10/13

CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning

arXiv preprint arXiv:2306.11128

Nikunj Gupta

Samira Ebrahimi Kahou

2023/6/19

RelationalUNet for Image Segmentation

Ivaxi Sheth

Pedro HM Braga

Shivakanth Sujit

Sahar Dastani

Samira Ebrahimi Kahou

2023/10/8

Overcoming Interpretability and Accuracy Trade-off in Medical Imaging

Ivaxi Sheth

Samira Ebrahimi Kahou

2023/4/28

Transparent Anomaly Detection via Concept-based Explanations

arXiv preprint arXiv:2310.10702

Laya Rafiee Sevyeri

Ivaxi Sheth

Farhood Farahnak

Shirin Abbasinejad Enger

2023/10/16

Prioritizing samples in reinforcement learning with reducible loss

Advances in Neural Information Processing Systems

Shivakanth Sujit

Somjit Nath

Pedro Braga

Samira Ebrahimi Kahou

2023/12/15

Discovering object-centric generalized value functions from pixels

[ICML 2023] arXiv preprint arXiv:2304.13892

Somjit Nath

Gopeshh Raaj Subbaraj

Khimya Khetarpal

Samira Ebrahimi Kahou

2023/4/27

From legacy to microservices: A type‐based approach for microservices identification using machine learning and semantic analysis

Journal of Software: Evolution and Process

Imen Trabelsi

Manel Abdellatif

Abdalgader Abubaker

Naouel Moha

Sébastien Mosser

...

2023/10

Revisiting learnable affines for batch norm in few-shot transfer learning

Moslem Yazdanpanah

Aamer Abdul Rahman

Muawiz Chaudhary

Christian Desrosiers

Mohammad Havaei

...

2022

Bert on a data diet: Finding important examples by gradient-based pruning

Mohsen Fayyaz

Ehsan Aghazadeh

Ali Modarressi

Mohammad Taher Pilehvar

Yadollah Yaghoobzadeh

...

2022/11/10

Learning latent structural causal models

arXiv preprint arXiv:2210.13583

Jithendaraa Subramanian

Yashas Annadani

Ivaxi Sheth

Nan Rosemary Ke

Tristan Deleu

...

2022/10/24

Learning robust dynamics through variational sparse gating

Advances in neural information processing systems

Arnav Kumar Jain

Shivakanth Sujit

Shruti Joshi

Vincent Michalski

Danijar Hafner

...

2022/12/6

Locally Constrained Representations in Reinforcement Learning

arXiv preprint arXiv:2209.09441

Somjit Nath

Samira Ebrahimi Kahou

2022/9/20

See List of Professors in Samira Ebrahimi Kahou University(École de Technologie Supérieure)

Co-Authors

H-index: 227
Yoshua Bengio

Yoshua Bengio

Université de Montréal

H-index: 98
Aaron Courville

Aaron Courville

Université de Montréal

H-index: 57
Pascal Vincent

Pascal Vincent

Université de Montréal

H-index: 25
Krzysztof J. Geras

Krzysztof J. Geras

New York University

H-index: 15
Vincent Michalski

Vincent Michalski

Université de Montréal

H-index: 10
Xavier Bouthillier

Xavier Bouthillier

Université de Montréal

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