Nikolaos Barmpalios

Senior Machine Learning Scientist, Adobe Systems

Joined

May 2021

Names

Nikolaos Barmpalios (Preferred)

Emails

****@adobe.com (Confirmed)

Personal Links

Career & Education History

Senior Machine Learning Scientist

Adobe Systems (adobe.com)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

A Critical Analysis of Document Out-of-Distribution Detection
Jiuxiang Gu, Yifei Ming, Yi Zhou, Jason Kuen, Vlad I Morariu, Handong Zhao, Ruiyi Zhang, Nikolaos Barmpalios, Anqi Liu, Yixuan Li, Tong Sun, Ani Nenkova
- EMNLP 2023 Findings
- Readers: Everyone
A Critical Analysis of Out-of-Distribution Detection for Document Understanding
Jiuxiang Gu, Yifei Ming, Yi Zhou, Jason Kuen, Vlad I Morariu, Handong Zhao, Ruiyi Zhang, Nikolaos Barmpalios, Anqi Liu, Yixuan Li, Tong Sun, Ani Nenkova
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
User-Entity Differential Privacy in Learning Natural Language Models
Phung Lai, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios, Han Hu, Hai Phan
- 29 Sept 2021 (modified: 12 Oct 2025)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Bit-aware Randomized Response for Local Differential Privacy in Federated Learning
Phung Lai, Hai Phan, Li Xiong, Khang Tran, My Thai, Tong Sun, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios, Rajiv Jain
- Published: 28 Jan 2022, Last Modified: 16 Mar 2023
- ICLR 2022 Submitted
- Readers: Everyone
UniDoc: Unified Pretraining Framework for Document Understanding
Jiuxiang Gu, Jason Kuen, Vlad I Morariu, Handong Zhao, Rajiv Jain, Nikolaos Barmpalios, Ani Nenkova, Tong Sun
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors