Vaishnavi Bhargava

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Maximum Likelihood

Accurate Models

Generating Explanations

Top Venues

PKDD/ECML Workshops

Publications

Tzu-Heng Huang, Catherine Cao, Vaishnavi Bhargava, Frederic Sala
The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators. CoRR (2024)
Romaric Gaudel, Luis Galárraga, Julien Delaunay, Laurence Rozé, Vaishnavi Bhargava
s-LIME: Reconciling Locality and Fidelity in Linear Explanations. IDA (2022)
Romaric Gaudel, Luis Galárraga, Julien Delaunay, Laurence Rozé, Vaishnavi Bhargava
s-LIME: Reconciling Locality and Fidelity in Linear Explanations. CoRR (2022)
Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
LimeOut: An Ensemble Approach To Improve Process Fairness. CoRR (2020)
Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
Making ML Models Fairer Through Explanations: The Case of LimeOut. AIST (2020)
Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
Making ML models fairer through explanations: the case of LimeOut. CoRR (2020)
Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
LimeOut: An Ensemble Approach to Improve Process Fairness. PKDD/ECML Workshops (2020)