William Rudman

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Covariance Matrices

Embedding Space

Regularization Framework

Diffusion Filtering

Top Venues

Publications

Michal Golovanevsky, William Rudman, Vedant Palit, Ritambhara Singh, Carsten Eickhoff
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Noise-free Text-Image Corruption and Evaluation. CoRR (2024)
William Rudman, Carsten Eickhoff
Stable Anisotropic Regularization. ICLR (2024)
William Rudman, Catherine Chen, Carsten Eickhoff
Outlier Dimensions Encode Task Specific Knowledge. EMNLP (2023)
Isaac Sears, Augusto Garcia-Agundez, George Zerveas, William Rudman, Laura Mercurio, Corey E. Ventetuolo, Adeel Abbasi, Carsten Eickhoff
Leveraging Unlabeled Electroencephalographic Data to Predict Neurological Recovery for Comatose Patients Following Cardiac Arrest. CinC (2023)
William Rudman, Catherine Chen, Carsten Eickhoff
Outlier Dimensions Encode Task-Specific Knowledge. CoRR (2023)
William Rudman, Carsten Eickhoff
Stable Anisotropic Regularization. CoRR (2023)
William Jurayj, William Rudman, Carsten Eickhoff
Garden-Path Traversal within GPT-2. CoRR (2022)
William Rudman, Jack Merullo, Laura Mercurio, Carsten Eickhoff
ACQuA: Anomaly Classification with Quasi-Attractors. CinC (2022)
William Rudman, Nate Gillman, Taylor Rayne, Carsten Eickhoff
IsoScore: Measuring the Uniformity of Embedding Space Utilization. ACL (Findings) (2022)
William Jurayj, William Rudman, Carsten Eickhoff
Garden Path Traversal in GPT-2. BlackboxNLP@EMNLP (2022)
William Rudman, Nate Gillman, Taylor Rayne, Carsten Eickhoff
IsoScore: Measuring the Uniformity of Vector Space Utilization. CoRR (2021)