Ousmane Dia

According to our database, Ousmane Dia authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On Influence Functions, Classification Influence, Relative Influence, Memorization and Generalization.

Michael Kounavis, Ousmane Dia, Ilqar Ramazanli

CoRR, 2023

How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?

Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Training Set Cleansing of Backdoor Poisoning by Self-Supervised Representation Learning.

Hang Wang, Sahar Karami, Ousmane Dia, Hippolyt Ritter, Ehsan Emamjomeh-Zadeh, Jiahui Chen, Zhen Xiang, David J. Miller, George Kesidis

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Training set cleansing of backdoor poisoning by self-supervised representation learning.

Hang Wang, Sahar Karami, Ousmane Dia, H. Ritter, Ehsan Emamjomeh-Zadeh, Jiahui Chen, Zhen Xiang, David J. Miller, George Kesidis

CoRR, 2022

CIDER: Exploiting Hyperspherical Embeddings for Out-of-Distribution Detection.

Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li

CoRR, 2022

2021

Enabling Inference Privacy with Adaptive Noise Injection.

Sanjay Kariyappa, Ousmane Dia, Moinuddin K. Qureshi

CoRR, 2021

2019

Adversarial Examples in Modern Machine Learning: A Review.

Rey Reza Wiyatno, Anqi Xu, Ousmane Dia, Archy de Berker

CoRR, 2019

2018

Bayesian Model-Agnostic Meta-Learning.

Jaesik Yoon, Taesup Kim, Ousmane Dia, Sungwoong Kim, Yoshua Bengio, Sungjin Ahn

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018