Skyler Speakman

Researcher, Research, International Business Machines

Joined

September 2019

Names

Skyler Speakman (Preferred)

Emails

****@ke.ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

Research, International Business Machines (ibm.com)

2015 – Present

PhD student

Carnegie Mellon University (cmu.edu)

2008 – 2014

Advisors, Relations & Conflicts

Coworker

Present

PhD Advisor

2008 – 2014

Expertise

Trustworthy AI

2017 – Present

Anomalous Pattern Detection

2008 – Present

Developing Countries

,

Africa

2006 – Present

Publications

Localizing Persona Representations in LLMs
Celia Cintas, Miriam Rateike, Erik Miehling, Elizabeth M. Daly, Skyler Speakman
- INTERPLAY
- Readers: Everyone
Enabling Sparse Autoencoders for Topic Alignment in Large Language Models
Ananya Joshi, Celia Cintas, Skyler Speakman
- Submitted to ICLR 2025
- Readers: Everyone
Characterizing pre-trained and task-adapted molecular representations
Celia Cintas, Payel Das, Jarret Ross, Brian Belgodere, Girmaw Abebe Tadesse, Vijil Chenthamarakshan, Jannis Born, Skyler Speakman
- UniReps Poster
- Readers: Everyone
Weakly Supervised Detection of Hallucinations in LLM Activations
Miriam Rateike, Celia Cintas, John Wamburu, Tanya Akumu, Skyler Speakman
- SoLaR Poster
- Readers: Everyone
Beyond Protected Attributes: Disciplined Detection of Systematic Deviations in Data
Adebayo Oshingbesan, Winslow Georgos Omondi, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman
- Published: 21 Nov 2022, Last Modified: 05 May 2023
- TSRML2022
- Readers: Everyone
Spatially constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks
Hannah H Kim, Celia Cintas, Girmaw Abebe Tadesse, Skyler Speakman
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors