Nivasini Ananthakrishnan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Pac Learnability

Collecting Data

Top Venues

Publications

Nivasini Ananthakrishnan, Tiffany Ding, Mariel A. Werner, Sai Praneeth Karimireddy, Michael I. Jordan
Privacy Can Arise Endogenously in an Economic System with Learning Agents. FORC (2024)
Nivasini Ananthakrishnan, Stephen Bates, Michael I. Jordan, Nika Haghtalab
Delegating Data Collection in Decentralized Machine Learning. AISTATS (2024)
Nivasini Ananthakrishnan, Tiffany Ding, Mariel A. Werner, Sai Praneeth Karimireddy, Michael I. Jordan
Privacy Can Arise Endogenously in an Economic System with Learning Agents. CoRR (2024)
Nivasini Ananthakrishnan, Stephen Bates, Michael I. Jordan, Nika Haghtalab
Delegating Data Collection in Decentralized Machine Learning. CoRR (2023)
Sushant Agarwal, Nivasini Ananthakrishnan, Shai Ben-David, Tosca Lechner, Ruth Urner
Open Problem: Are all VC-classes CPAC learnable? COLT (2021)
Nivasini Ananthakrishnan, Shai Ben-David, Tosca Lechner
Classification Confidence Scores with Point-wise Guarantees. SafeAI@AAAI (2021)
Nivasini Ananthakrishnan, Shai Ben-David, Tosca Lechner, Ruth Urner
Identifying regions of trusted predictions. UAI (2021)
Tosca Lechner, Shai Ben-David, Sushant Agarwal, Nivasini Ananthakrishnan
Impossibility results for fair representations. CoRR (2021)
Sushant Agarwal, Nivasini Ananthakrishnan, Shai Ben-David, Tosca Lechner, Ruth Urner
On Learnability wih Computable Learners. ALT (2020)