Samira Shabanian

5 papers · 2016–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AAAI (2) ICML (2) ICLR (1)

Top co-authors

Sarath Chandar (2) Gonçalo Mordido (2) Jackie CK Cheung (2) Mehdi Fatemi (2) Meng Cao (2) Abdelrahman Zayed (2) Hamid Palangi (1) Asja Fischer (1) Ioana Baldini (1) Yoshua Bengio (1)

Keywords

gender bia (2) model pruning (2) data augmentation (1) generative model (1) variational autoencoder (1) language model (1) attention head (1) demographic parity (1) bidirectional model (1) counterfactual example (1) approximate inference (1) helmholtz machine (1) text classification (1)

Papers

Fairness-Aware Structured Pruning in Transformers AAAI 2024

Successor Features for Efficient Multi-Subject Controlled Text Generation ICML 2024

Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023

Systematic Rectification of Language Models via Dead-end Analysis ICLR 2023

Bidirectional Helmholtz Machines ICML 2016