Usha Bhalla

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Probabilistic Topic Models

Modelling Language

Reference Source

Top Venues

Trans. Mach. Learn. Res.

Publications

Alex Oesterling, Usha Bhalla, Suresh Venkatasubramanian, Himabindu Lakkaraju
Operationalizing the Blueprint for an AI Bill of Rights: Recommendations for Practitioners, Researchers, and Policy Makers. CoRR (2024)
Charumathi Badrinath, Usha Bhalla, Alex Oesterling, Suraj Srinivas, Himabindu Lakkaraju
All Roads Lead to Rome? Exploring Representational Similarities Between Latent Spaces of Generative Image Models. CoRR (2024)
Usha Bhalla, Alex Oesterling, Suraj Srinivas, Flávio P. Calmon, Himabindu Lakkaraju
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE). CoRR (2024)
Usha Bhalla, Suraj Srinivas, Himabindu Lakkaraju
Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability. NeurIPS (2023)
Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun
Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Trans. Mach. Learn. Res. 2023 (2023)
Usha Bhalla, Suraj Srinivas, Himabindu Lakkaraju
Verifiable Feature Attributions: A Bridge between Post Hoc Explainability and Inherent Interpretability. CoRR (2023)
Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun
Do Vision-Language Pretrained Models Learn Primitive Concepts? CoRR (2022)